CCF Category
This is a hot keywords statistic for venues belong to CCF venue catalog. We collect papers
published in these venues and extract the hottest keywords from these papers. This List shows
the most important and most concerned topics in Computer Science area, as well as which venues
they occur mostly and frequently. We wish this List can help you to determine your research
direction, foundation application and paper submission.
If you have any comments, suggestions, or corrections to make, please feel free to contact us at
acemap@cs.sjtu.edu.cn!
Computer Architecture/Parallel and Distributed Computation/Storage System
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Energy Efficiency |
2.58% |
4% |
13% |
12% |
13% |
Low Power |
1.96% |
5% |
21% |
12% |
3% |
High Performance |
1.86% |
14% |
11% |
3% |
4% |
Neural Networks |
1.85% |
43% |
86% |
102% |
101% |
Large Scale |
1.24% |
2% |
5% |
12% |
21% |
Big Data |
1% |
94% |
105% |
15% |
11% |
Network On Chips |
1% |
19% |
24% |
23% |
10% |
Fault Tolerance |
0.94% |
19% |
6% |
22% |
5% |
Fpga Based |
0.88% |
2% |
16% |
7% |
5% |
High Level |
0.87% |
2% |
1% |
1% |
30% |
Multi Core |
0.85% |
9% |
24% |
10% |
13% |
DRAMS |
0.84% |
25% |
12% |
34% |
54% |
Data Centers |
0.83% |
10% |
1% |
14% |
2% |
Machine Learning |
0.8% |
9% |
103% |
27% |
29% |
I/O |
0.76% |
21% |
10% |
12% |
4% |
Convolutional Networks |
0.73% |
100% |
N/A |
272% |
153% |
Modulators |
0.71% |
11% |
11% |
11% |
17% |
SRAM |
0.7% |
24% |
30% |
13% |
41% |
Distributed Systems |
0.64% |
2% |
77% |
17% |
7% |
High Level Synthesis |
0.63% |
21% |
13% |
8% |
27% |
Computer Networks and Wireless Communication
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Wireless Networks |
7.03% |
3% |
17% |
10% |
7% |
Energy Efficiency |
3.1% |
17% |
16% |
10% |
15% |
Wireless Sensor Network |
2.84% |
4% |
21% |
2% |
10% |
Cellular Networks |
2.69% |
43% |
12% |
13% |
19% |
Cognitive Radio |
2.25% |
8% |
28% |
18% |
26% |
Radio Networks |
2.09% |
5% |
19% |
16% |
13% |
Heterogeneous Networks |
2.02% |
3% |
59% |
30% |
3% |
Resource Allocation |
2% |
20% |
2% |
5% |
15% |
Software Defined |
1.96% |
85% |
20% |
35% |
5% |
Mobile Networks |
1.89% |
2% |
3% |
6% |
6% |
Massive Mimo |
1.83% |
244% |
126% |
1% |
7% |
Cognitive Networks |
1.79% |
6% |
35% |
18% |
13% |
Mimo Systems |
1.76% |
0% |
13% |
4% |
17% |
Full Duplex |
1.57% |
232% |
44% |
14% |
1% |
Cognitive Radio Networks |
1.54% |
7% |
32% |
16% |
20% |
Data Centers |
1.52% |
12% |
13% |
6% |
5% |
Software Defined Networking |
1.41% |
94% |
10% |
36% |
1% |
Harvested Energy |
1.34% |
27% |
49% |
14% |
40% |
Small Cells |
1.25% |
75% |
27% |
1% |
24% |
Ad Hoc |
1.24% |
25% |
3% |
13% |
4% |
Network and Information Security
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Access Control |
1.98% |
5% |
5% |
2% |
24% |
Privacy Preservation |
1.95% |
3% |
16% |
12% |
5% |
Wireless Networks |
1.92% |
17% |
13% |
23% |
40% |
Wireless Sensor Network |
1.31% |
17% |
35% |
34% |
15% |
Side Channel |
1.08% |
10% |
50% |
185% |
18% |
Cloud Computing |
1.02% |
35% |
51% |
180% |
40% |
Mobile Device |
0.93% |
1% |
25% |
21% |
17% |
Authentication Schemes |
0.84% |
136% |
25% |
59% |
18% |
Attribute Based |
0.84% |
68% |
34% |
14% |
30% |
Key Exchange |
0.79% |
51% |
200% |
22% |
7% |
Software Defined |
0.79% |
27% |
387% |
40% |
36% |
Detecting Malware |
0.76% |
230% |
37% |
28% |
16% |
Identity Based |
0.73% |
10% |
215% |
19% |
47% |
Security Analysis |
0.73% |
1% |
30% |
22% |
2% |
Social Networking |
0.67% |
24% |
33% |
38% |
36% |
Smart Grids |
0.67% |
16% |
8% |
6% |
54% |
Web Application |
0.67% |
779% |
22% |
40% |
54% |
Machine Learning |
0.67% |
76% |
34% |
95% |
84% |
Large Scale |
0.67% |
120% |
19% |
35% |
29% |
Security And Privacy |
0.67% |
12% |
34% |
144% |
18% |
Software Engineering/System Software/Programming Language
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Empirical Studies |
2.09% |
23% |
14% |
18% |
36% |
Web Services |
1.92% |
44% |
32% |
48% |
9% |
Software Engineering |
1.55% |
19% |
51% |
21% |
56% |
Software Development |
1.51% |
20% |
2% |
3% |
14% |
Model Checking |
1.37% |
3% |
2% |
6% |
22% |
Service Composition |
1.3% |
0% |
17% |
47% |
32% |
Large Scale |
1.22% |
29% |
21% |
17% |
51% |
Open Source |
1.14% |
51% |
44% |
9% |
13% |
Service Based |
1.05% |
10% |
4% |
33% |
26% |
Source Code |
1.02% |
27% |
3% |
18% |
6% |
Software Systems |
1.01% |
22% |
40% |
22% |
5% |
Android Applications |
0.99% |
5% |
350% |
5% |
37% |
Test Generation |
0.98% |
25% |
27% |
6% |
28% |
Static Analysis |
0.95% |
43% |
41% |
39% |
31% |
Business Processes |
0.94% |
16% |
25% |
70% |
15% |
Product Lines |
0.82% |
6% |
13% |
22% |
22% |
Web Application |
0.8% |
6% |
47% |
18% |
15% |
Recommendation Services |
0.76% |
45% |
31% |
44% |
42% |
Requirements Engineering |
0.75% |
11% |
11% |
43% |
24% |
Experience Report |
0.75% |
1% |
36% |
9% |
8% |
Database/Data Mining/Content Search
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Social Networking |
1.91% |
19% |
0% |
21% |
12% |
Information Retrieval |
1.6% |
8% |
18% |
6% |
37% |
Large Scale |
1.47% |
10% |
35% |
25% |
28% |
Social Media |
1.33% |
42% |
42% |
27% |
22% |
Big Data |
1.02% |
13% |
69% |
6% |
26% |
Neural Networks |
0.92% |
64% |
377% |
128% |
75% |
Topic Modeling |
0.81% |
20% |
14% |
23% |
20% |
Learning To Rank |
0.81% |
19% |
13% |
107% |
21% |
Time Series |
0.78% |
13% |
53% |
14% |
28% |
Web Search |
0.75% |
7% |
5% |
21% |
35% |
Streaming Data |
0.63% |
32% |
42% |
29% |
48% |
Question Answering |
0.62% |
12% |
16% |
44% |
6% |
Collaborative Filtering |
0.57% |
57% |
40% |
9% |
101% |
Data Streams |
0.55% |
39% |
46% |
31% |
51% |
Knowledge Bases |
0.53% |
28% |
20% |
5% |
24% |
Matrix Factorization |
0.53% |
15% |
5% |
12% |
16% |
Information Seeking |
0.53% |
14% |
91% |
12% |
135% |
Location Based |
0.52% |
8% |
36% |
1% |
7% |
Graph Based |
0.52% |
28% |
81% |
27% |
15% |
Feature Selection |
0.5% |
49% |
14% |
24% |
21% |
Computer Science Theory
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Lower Bounds |
2.78% |
47% |
7% |
40% |
10% |
Faster |
1.21% |
28% |
7% |
34% |
32% |
Planar Graphs |
1.17% |
7% |
19% |
37% |
21% |
Approximation Algorithms |
1.12% |
38% |
14% |
67% |
51% |
Algebras |
0.87% |
16% |
9% |
8% |
10% |
Wireless Networks |
0.85% |
25% |
29% |
43% |
85% |
CSP |
0.85% |
36% |
119% |
49% |
279% |
Tight Bounds |
0.81% |
15% |
44% |
28% |
5% |
Model Checking |
0.79% |
50% |
16% |
25% |
12% |
Free Graphs |
0.72% |
91% |
50% |
7% |
21% |
Polynomial Time |
0.72% |
28% |
122% |
50% |
84% |
Colored Graphs |
0.66% |
123% |
62% |
39% |
7% |
Faster Algorithms |
0.62% |
43% |
124% |
11% |
18% |
Bipartite Graph |
0.6% |
28% |
7% |
11% |
9% |
Bounded Degree |
0.6% |
13% |
37% |
1% |
5% |
Independent Set |
0.6% |
139% |
27% |
29% |
1% |
Temporal Logic |
0.55% |
54% |
99% |
39% |
7% |
Random Graphs |
0.55% |
219% |
0% |
33% |
18% |
Shortest Path |
0.51% |
28% |
34% |
53% |
8% |
Parameterized Algorithms |
0.51% |
104% |
38% |
11% |
89% |
Computer Graphics and Multimedias
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Neural Networks |
4.02% |
86% |
48% |
37% |
12% |
Speech Recognition |
1.8% |
4% |
7% |
17% |
2% |
Convolutional Networks |
1.78% |
233% |
187% |
89% |
31% |
Image Based |
1.56% |
1% |
13% |
2% |
35% |
Compressive Sensing |
1.05% |
23% |
20% |
28% |
30% |
Low Rank |
0.92% |
67% |
11% |
35% |
10% |
Gaussians |
0.92% |
1% |
27% |
8% |
9% |
Super Resolution |
0.91% |
5% |
14% |
6% |
14% |
Recurrent Neural Network |
0.87% |
96% |
101% |
7% |
49% |
Quality Assessment |
0.86% |
2% |
42% |
2% |
8% |
Deep Learning |
0.82% |
194% |
88% |
102% |
42% |
Large Scale |
0.82% |
45% |
14% |
11% |
18% |
Dictionary Learning |
0.8% |
14% |
10% |
17% |
21% |
Virtual Reality |
0.77% |
49% |
134% |
58% |
125% |
Augmented Reality |
0.76% |
37% |
23% |
9% |
9% |
Speech Enhancement |
0.75% |
7% |
8% |
52% |
6% |
Action Recognition |
0.73% |
2% |
1% |
22% |
11% |
Sparse Representation |
0.72% |
6% |
19% |
22% |
5% |
Image Retrieval |
0.69% |
32% |
5% |
16% |
59% |
Matrix Factorization |
0.69% |
50% |
17% |
73% |
36% |
Artificial Intelligence
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Neural Networks |
5.07% |
26% |
19% |
25% |
7% |
Convolutional Networks |
2.15% |
172% |
263% |
46% |
30% |
Deep Learning |
1.75% |
60% |
129% |
63% |
65% |
Reinforcement Learning |
1.22% |
8% |
4% |
10% |
41% |
Gaussians |
1.13% |
20% |
14% |
16% |
26% |
Large Scale |
0.99% |
2% |
4% |
4% |
14% |
Pose Estimation |
0.8% |
13% |
5% |
12% |
55% |
Object Detection |
0.79% |
4% |
2% |
19% |
40% |
Recurrent Neural Network |
0.73% |
20% |
61% |
5% |
6% |
Supervised Learning |
0.68% |
3% |
4% |
11% |
22% |
Multi Agent |
0.66% |
30% |
11% |
40% |
30% |
Gaussian Processes |
0.62% |
14% |
3% |
2% |
34% |
Semi Supervised |
0.62% |
27% |
22% |
7% |
4% |
Low Rank |
0.59% |
34% |
36% |
30% |
9% |
Multi Robot |
0.59% |
10% |
8% |
33% |
37% |
Learned Features |
0.59% |
10% |
3% |
32% |
10% |
Action Recognition |
0.57% |
10% |
48% |
46% |
3% |
Machine Learning |
0.57% |
37% |
4% |
39% |
1% |
Motion Planning |
0.56% |
3% |
5% |
15% |
22% |
Humans And Robots |
0.56% |
7% |
22% |
18% |
19% |
HCI and Pervasive Computation
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Social Media |
1.5% |
6% |
11% |
24% |
114% |
Emotion Recognition |
1.13% |
10% |
65% |
24% |
14% |
Mobile Device |
0.97% |
31% |
34% |
10% |
46% |
Visually Impaired |
0.94% |
130% |
24% |
5% |
4% |
Virtual Reality |
0.86% |
78% |
215% |
623% |
20% |
Augmented Reality |
0.86% |
33% |
51% |
118% |
15% |
Social Networking |
0.78% |
3% |
53% |
8% |
13% |
User Interface |
0.7% |
5% |
26% |
9% |
18% |
Mobile Phone |
0.67% |
55% |
89% |
60% |
14% |
Large Scale |
0.67% |
10% |
39% |
221% |
42% |
Activity Recognition |
0.64% |
3% |
31% |
47% |
63% |
Online Communities |
0.64% |
438% |
47% |
114% |
45% |
Gesture Based |
0.59% |
169% |
110% |
20% |
68% |
Wireless Networks |
0.56% |
18% |
10% |
63% |
38% |
Smart Homes |
0.54% |
36% |
89% |
64% |
26% |
Designing And Evaluating |
0.54% |
30% |
5% |
3% |
37% |
Human Interaction |
0.51% |
4% |
41% |
7% |
48% |
Interactive Systems |
0.51% |
40% |
31% |
4% |
158% |
User Experience |
0.48% |
28% |
5% |
21% |
29% |
Virtual Environments |
0.48% |
79% |
21% |
7% |
13% |
Crossover/Integration/Emerging
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Neural Networks |
2.02% |
20% |
43% |
56% |
96% |
Deep Learning |
1.94% |
N/A |
296% |
0% |
325% |
Gene Expression |
1.74% |
20% |
129% |
24% |
20% |
Large Scale |
1.25% |
12% |
28% |
34% |
113% |
Protein Interactions |
1.25% |
25% |
40% |
16% |
13% |
Machine Learning |
1.17% |
38% |
133% |
20% |
37% |
RNA |
1.09% |
38% |
40% |
128% |
27% |
Network Based |
1.05% |
21% |
63% |
19% |
59% |
Convolutional Networks |
1.01% |
N/A |
86% |
279% |
39% |
Expression Data |
0.97% |
21% |
273% |
28% |
47% |
DNA |
0.97% |
18% |
11% |
65% |
42% |
Social Networking |
0.89% |
30% |
15% |
133% |
86% |
Feature Selection |
0.89% |
14% |
73% |
184% |
45% |
Regulatory Networks |
0.85% |
22% |
219% |
5% |
70% |
Selected Features |
0.85% |
2% |
63% |
164% |
51% |
Alzheimer's Disease |
0.77% |
11% |
133% |
43% |
139% |
Protein Protein Interactions |
0.77% |
19% |
40% |
5% |
2% |
Gene Networks |
0.77% |
26% |
203% |
31% |
67% |
Model Predictive |
0.77% |
8% |
7% |
33% |
2% |
Timing Analysis |
0.73% |
21% |
180% |
14% |
73% |
IEEE
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Neural Networks |
2.58% |
33% |
23% |
66% |
26% |
Wireless Networks |
1.77% |
4% |
20% |
22% |
16% |
Energy Efficiency |
1.4% |
8% |
5% |
5% |
16% |
Convolutional Networks |
1.13% |
120% |
339% |
135% |
53% |
Large Scale |
1.01% |
4% |
5% |
6% |
10% |
Deep Learning |
0.81% |
180% |
107% |
131% |
108% |
Cellular Networks |
0.72% |
63% |
11% |
17% |
33% |
Wireless Sensor Network |
0.7% |
9% |
24% |
23% |
22% |
Modulators |
0.69% |
3% |
6% |
4% |
3% |
Low Power |
0.66% |
4% |
12% |
29% |
2% |
Cognitive Radio |
0.65% |
4% |
30% |
26% |
32% |
Resource Allocation |
0.64% |
28% |
0% |
1% |
25% |
Radio Networks |
0.59% |
1% |
20% |
18% |
25% |
Software Defined |
0.56% |
87% |
34% |
41% |
6% |
Data Centers |
0.56% |
5% |
4% |
44% |
28% |
Heterogeneous Networks |
0.56% |
9% |
42% |
36% |
13% |
Gaussians |
0.55% |
20% |
20% |
12% |
19% |
Mimo Systems |
0.55% |
12% |
5% |
5% |
24% |
Network Based |
0.55% |
17% |
6% |
11% |
3% |
Big Data |
0.53% |
131% |
77% |
30% |
9% |
ACM
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Neural Networks |
1.38% |
54% |
26% |
25% |
13% |
Wireless Networks |
1.13% |
5% |
7% |
8% |
11% |
Large Scale |
1.07% |
15% |
5% |
4% |
8% |
Energy Efficiency |
0.7% |
4% |
16% |
5% |
0% |
Social Networking |
0.68% |
14% |
5% |
10% |
9% |
Wireless Sensor Network |
0.66% |
7% |
0% |
15% |
9% |
Machine Learning |
0.54% |
25% |
26% |
11% |
13% |
Deep Learning |
0.48% |
72% |
164% |
32% |
65% |
Social Media |
0.47% |
33% |
27% |
1% |
37% |
Big Data |
0.47% |
41% |
124% |
9% |
8% |
Convolutional Networks |
0.45% |
451% |
122% |
38% |
61% |
High Performance |
0.45% |
19% |
6% |
16% |
15% |
Multi Agent |
0.38% |
17% |
12% |
17% |
25% |
Reinforcement Learning |
0.37% |
14% |
17% |
20% |
12% |
Gaussians |
0.37% |
13% |
11% |
20% |
25% |
Based Algorithm |
0.36% |
41% |
10% |
3% |
40% |
Cloud Computing |
0.34% |
2% |
4% |
10% |
10% |
Preserving Privacy |
0.33% |
8% |
25% |
0% |
20% |
Privacy Preservation |
0.32% |
10% |
28% |
2% |
20% |
Mobile Device |
0.32% |
2% |
24% |
3% |
18% |
ALL
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Neural Networks |
2.31% |
43% |
25% |
43% |
17% |
Wireless Networks |
1.37% |
4% |
16% |
19% |
14% |
Large Scale |
1.02% |
9% |
5% |
6% |
8% |
Energy Efficiency |
1.01% |
7% |
8% |
10% |
11% |
Convolutional Networks |
0.95% |
207% |
235% |
78% |
47% |
Deep Learning |
0.79% |
124% |
130% |
72% |
81% |
Wireless Sensor Network |
0.62% |
8% |
14% |
17% |
13% |
Social Networking |
0.55% |
3% |
14% |
3% |
7% |
Gaussians |
0.53% |
7% |
17% |
3% |
23% |
Machine Learning |
0.5% |
24% |
26% |
31% |
23% |
Big Data |
0.47% |
81% |
98% |
7% |
1% |
Cellular Networks |
0.46% |
48% |
12% |
17% |
25% |
Resource Allocation |
0.43% |
28% |
3% |
12% |
11% |
Modulators |
0.43% |
2% |
6% |
6% |
14% |
Low Power |
0.43% |
4% |
25% |
21% |
5% |
High Performance |
0.43% |
12% |
7% |
5% |
3% |
Reinforcement Learning |
0.41% |
1% |
7% |
4% |
54% |
Data Centers |
0.41% |
5% |
19% |
2% |
6% |
Software Defined |
0.41% |
72% |
50% |
15% |
18% |
Network Based |
0.41% |
13% |
6% |
7% |
4% |
IEEE Category
This is a hot keywords statistic for venues belong to IEEE venue catalog. We collect papers
published in these venues and extract the hottest keywords from these papers. This List shows
the most important and most concerned topics in Computer Science area, as well as which venues
they occur mostly and frequently. We wish this List can help you to determine your research
direction, foundation application and paper submission.
If you have any comments, suggestions, or corrections to make, please feel free to contact us at
acemap@cs.sjtu.edu.cn!
Aerospace and Electronic Systems Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Aerospace Systems |
7.84% |
1% |
10% |
3% |
16% |
Aerospace Electronic |
7.84% |
0% |
11% |
5% |
18% |
Integrated Navigation |
6.27% |
37% |
32% |
21% |
156% |
Solar Cells |
6.05% |
21% |
31% |
6% |
4% |
Real Time |
5.92% |
11% |
1% |
5% |
5% |
Low Cost |
5.31% |
20% |
13% |
33% |
22% |
Signal Processing |
4.08% |
7% |
73% |
14% |
40% |
Internet Of Things |
4.02% |
202% |
67% |
8% |
35% |
Navigation Surveillance |
3.84% |
42% |
43% |
24% |
65% |
Communications And Navigation |
3.8% |
45% |
97% |
3777% |
68% |
Sensor Based |
3.62% |
37% |
6% |
6% |
39% |
Digital Systems |
3.52% |
16% |
24% |
54% |
13% |
Digital Avionics |
3.49% |
16% |
23% |
52% |
11% |
Fiber Optical |
2.66% |
46% |
17% |
39% |
10% |
Noise Ratio |
2.53% |
10% |
11% |
15% |
5% |
Sensor Networks |
2.47% |
7% |
11% |
1% |
7% |
High Resolution |
2.47% |
21% |
38% |
19% |
25% |
Electronic Systems Magazine |
2.47% |
6% |
9% |
29% |
23% |
Wireless Sensor |
2.42% |
6% |
8% |
7% |
2% |
Saint Petersburg |
2.27% |
N/A |
100% |
N/A |
11767% |
Antennas and Propagation Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Antennas And Propagation |
33.35% |
53% |
28% |
14% |
18% |
Radio Science |
23.18% |
26% |
1% |
3% |
296% |
Low Cost |
4.2% |
0% |
9% |
3% |
7% |
Real Time |
3.21% |
10% |
4% |
4% |
25% |
Frequency Range |
3.13% |
0% |
14% |
11% |
3% |
Radiation Pattern |
3.12% |
3% |
8% |
12% |
18% |
Millimeter Wave |
3.01% |
21% |
11% |
40% |
4% |
Internet Of Things |
2.92% |
119% |
104% |
9% |
24% |
Near Field |
2.79% |
17% |
7% |
2% |
11% |
Electromagnetic Waves |
2.39% |
28% |
14% |
12% |
180% |
Full Wave |
2.27% |
7% |
4% |
15% |
14% |
Patch Antenna |
2.23% |
3% |
8% |
19% |
22% |
Sensor Based |
2.14% |
6% |
61% |
12% |
32% |
Circularly Polarized |
2.12% |
42% |
12% |
27% |
5% |
High Resolution |
2.09% |
67% |
33% |
33% |
17% |
Dual Band |
2.07% |
23% |
16% |
23% |
19% |
Computational Electromagnetics |
2% |
71% |
2530% |
8% |
57% |
Integrated Circuits |
2% |
34% |
82% |
36% |
36% |
Far Field |
1.92% |
16% |
4% |
11% |
31% |
Wireless Sensor |
1.9% |
7% |
24% |
9% |
9% |
Biometrics Council
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Face Recognition |
35.83% |
88% |
418% |
69% |
361% |
Computer Vision |
35.43% |
232% |
58% |
55% |
28% |
Automatic Face |
30.16% |
100% |
N/A |
97% |
6113% |
Convolutional Neural Network |
10.32% |
90% |
341% |
193% |
64% |
Deep Learning |
13.56% |
N/A |
120% |
397% |
154% |
Deep Neural Network |
4.25% |
N/A |
84% |
252% |
35% |
Behavior Analysis |
7.09% |
100% |
N/A |
22% |
8% |
Large Scale |
6.88% |
232% |
27% |
55% |
11% |
Publicly Available |
6.88% |
11% |
65% |
29% |
49% |
Security Behavior |
6.48% |
N/A |
N/A |
16% |
11% |
Face Detection |
5.47% |
56% |
35% |
23% |
125% |
Pose Estimation |
5.26% |
14% |
59% |
6% |
141% |
Facial Expression |
4.86% |
80% |
133% |
29% |
100% |
Real World |
4.86% |
5% |
21% |
44% |
43% |
Features Extracted |
4.66% |
48% |
84% |
35% |
28% |
Real Time |
4.66% |
49% |
27% |
60% |
26% |
Big Data |
4.45% |
N/A |
N/A |
276% |
63% |
Network Based |
3.85% |
N/A |
N/A |
306% |
428% |
Hand Crafted |
3.44% |
100% |
N/A |
216% |
103% |
Biometric Systems |
3.04% |
68% |
96% |
49% |
109% |
Broadcast Technology Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Internet Of Things |
13.32% |
164% |
43% |
8% |
23% |
Real Time |
10.11% |
21% |
12% |
1% |
37% |
Sensor Based |
9.04% |
18% |
5% |
12% |
18% |
Low Cost |
8.42% |
12% |
26% |
5% |
30% |
Wireless Sensor |
7.81% |
18% |
11% |
17% |
12% |
Sensor Networks |
7.5% |
8% |
1% |
15% |
3% |
Low Power |
4.44% |
20% |
34% |
24% |
6% |
High Sensitivity |
4.36% |
21% |
19% |
16% |
30% |
Consumption Energy |
4.06% |
21% |
29% |
6% |
3% |
3D |
0.23% |
25% |
34% |
1% |
88% |
Signal Processing |
3.6% |
4% |
10% |
1% |
89% |
Wide Range |
3.29% |
32% |
23% |
13% |
14% |
High Resolution |
3.22% |
9% |
2% |
3% |
46% |
Optical Fiber |
3.06% |
112% |
46% |
15% |
1% |
Noise Ratio |
2.83% |
26% |
83% |
44% |
24% |
Finite Element |
2.76% |
64% |
3% |
49% |
126% |
Magnetic Field |
2.76% |
42% |
44% |
23% |
39% |
Big Data |
2.6% |
146% |
497% |
130% |
43% |
Energy Efficient |
2.6% |
173% |
11% |
1% |
30% |
2D |
0.15% |
64% |
57% |
141% |
89% |
Circuits and Systems Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Low Power |
8.99% |
15% |
13% |
12% |
0% |
Power Consumption |
7.91% |
5% |
4% |
13% |
14% |
Large Scale |
6.88% |
3% |
0% |
5% |
12% |
Real Time |
6.59% |
9% |
4% |
1% |
4% |
Signal Processing |
5.65% |
22% |
25% |
23% |
74% |
Internet Of Things |
4.67% |
163% |
68% |
51% |
38% |
Circuit Design |
4.28% |
61% |
36% |
14% |
118% |
Integration Scale |
4.26% |
3% |
7% |
1% |
3% |
Regular Papers |
4.18% |
11% |
24% |
50% |
3% |
Nm Cmos |
4.07% |
17% |
5% |
23% |
17% |
Low Cost |
3.89% |
11% |
8% |
24% |
9% |
Cmos Process |
3.86% |
6% |
8% |
5% |
18% |
Neural Network |
3.59% |
21% |
28% |
11% |
97% |
Very Large Scale Integration Systems |
3.48% |
10% |
16% |
6% |
4% |
Energy Efficiency |
3.36% |
39% |
3% |
18% |
3% |
Wide Range |
3.33% |
7% |
8% |
14% |
9% |
Field Programmable |
3.28% |
12% |
14% |
43% |
120% |
High Speed |
2.59% |
0% |
21% |
0% |
3% |
Design Automation |
2.48% |
15% |
6% |
1% |
17% |
Intelligent Processing |
2.34% |
57% |
72% |
96% |
4464% |
Communications Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Wireless Networks |
7.62% |
6% |
5% |
17% |
10% |
Fiber Optical |
5.03% |
1% |
8% |
4% |
16% |
Internet Of Things |
4.98% |
102% |
92% |
39% |
52% |
Real Time |
4.69% |
3% |
6% |
4% |
1% |
Optical Fiber Communications |
4.23% |
18180% |
6% |
11% |
22% |
Signal Processing |
3.81% |
10% |
23% |
6% |
3% |
Quality Service |
3.62% |
4% |
1% |
4% |
2% |
Large Scale |
3.51% |
12% |
0% |
4% |
11% |
Radio Mobile |
3.41% |
41% |
2% |
8% |
43% |
Energy Efficiency |
3.36% |
1% |
11% |
4% |
9% |
Energy Consumption |
3.35% |
3% |
0% |
11% |
2% |
Network Management |
3.34% |
15% |
17% |
7% |
8% |
Indoor Mobile |
3.33% |
42% |
3% |
8% |
45% |
Indoor Radio |
3.33% |
41% |
1% |
7% |
45% |
Low Complexity |
3.25% |
10% |
12% |
8% |
14% |
Resource Allocation |
3.2% |
17% |
3% |
13% |
16% |
To Noise Ratio |
3.19% |
7% |
4% |
16% |
2% |
Multiple Access |
3.13% |
9% |
8% |
6% |
33% |
Cellular Networks |
2.93% |
21% |
11% |
10% |
4% |
Channel State |
2.9% |
1% |
9% |
16% |
10% |
Computational Intelligence Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Computational Intelligence |
14.07% |
3% |
7% |
8% |
8% |
Evolutionary Computation |
13.19% |
86% |
13% |
684% |
13% |
Information Security |
8.59% |
17% |
16% |
11% |
81% |
Information Forensics |
8.43% |
14% |
19% |
12% |
80% |
Neural Network |
7.94% |
5% |
6% |
15% |
0% |
Real World |
6.97% |
3% |
9% |
28% |
3% |
Big Data |
4.76% |
1059% |
55% |
47% |
92% |
Solar Cells |
4.54% |
11% |
15% |
16% |
51% |
Real Time |
4.25% |
11% |
9% |
21% |
5% |
Deep Learning |
3.66% |
506% |
116% |
46% |
174% |
Biomedical Systems |
3.44% |
7% |
29% |
33% |
96% |
Large Scale |
3.31% |
7% |
3% |
24% |
19% |
Science Data |
3.27% |
8988% |
97% |
2649% |
77% |
Big Data And Analytics |
2.79% |
N/A |
N/A |
163% |
4629% |
Evolutionary Algorithms |
2.76% |
55% |
12% |
161% |
8% |
Fuzzy Based |
2.43% |
1% |
16% |
13% |
11% |
Fuzzy Logic |
2.33% |
7% |
24% |
7% |
28% |
Fuzzy System |
2.3% |
4% |
20% |
9% |
25% |
Feature Extraction |
2.2% |
3% |
12% |
6% |
50% |
Objective Optimization |
2.07% |
55% |
8% |
196% |
31% |
Computer Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Computer Vision |
9.37% |
26% |
47% |
71% |
388% |
Big Data |
7.02% |
6% |
77% |
37% |
17% |
Large Scale |
6.61% |
4% |
1% |
4% |
10% |
Real World |
5.93% |
8% |
3% |
5% |
14% |
Real Time |
5.86% |
2% |
4% |
6% |
5% |
Cloud Computing |
4.26% |
7% |
13% |
13% |
19% |
Internet Of Things |
3.98% |
6% |
16% |
46% |
10% |
Neural Network |
3.52% |
32% |
102% |
26% |
106% |
Pattern Recognition |
3.5% |
128% |
54% |
16% |
8% |
Vision Recognition |
3.35% |
8% |
7% |
73% |
331% |
Mobile Computing |
3.03% |
42% |
6% |
16% |
17% |
Parallel Distributed |
3% |
1% |
29% |
31% |
26% |
Engineering Data |
2.8% |
40% |
7% |
20% |
6% |
Deep Learning |
2.75% |
128% |
193% |
49% |
204% |
Computing Performance |
2.21% |
5% |
10% |
2% |
19% |
Energy Consumption |
2.05% |
5% |
4% |
13% |
14% |
Bioinformatics Biomedicine |
2.03% |
10% |
4% |
1% |
63% |
Large Number |
1.97% |
11% |
2% |
10% |
6% |
Parallel Processing |
1.91% |
7% |
28% |
16% |
14% |
Security Privacy |
1.79% |
22% |
22% |
11% |
25% |
Consumer Electronics Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Consumer Electronics |
30.21% |
0% |
13% |
10% |
19% |
Real Time |
9.57% |
6% |
1% |
1% |
12% |
Smart Grid |
9.36% |
8% |
38% |
3% |
72% |
Low Cost |
5.74% |
1% |
22% |
2% |
82% |
Cloud Computing |
5.15% |
160% |
1% |
14% |
30% |
Sensor Based |
5.15% |
3% |
4% |
1% |
100% |
Wireless Sensor |
4% |
1% |
35% |
14% |
25% |
Sensor Networks |
3.7% |
1% |
30% |
9% |
38% |
Internet Of Things |
3.15% |
295% |
71% |
63% |
43% |
Consumption Power |
3.15% |
11% |
21% |
22% |
21% |
Computational Imaging |
2.81% |
N/A |
1807% |
125% |
108% |
High Sensitivity |
2.38% |
27% |
4% |
2% |
129% |
High Accuracy |
2.38% |
3% |
34% |
71% |
40% |
High Resolution |
2.34% |
11% |
2% |
17% |
94% |
3D |
1.53% |
10% |
19% |
25% |
5% |
Low Power |
2.21% |
15% |
33% |
4% |
9% |
Power System |
2.21% |
2% |
25% |
17% |
70% |
Real World |
2.17% |
18% |
8% |
16% |
8% |
Wide Range |
2.17% |
27% |
30% |
53% |
16% |
Signal Processing |
2.13% |
8% |
6% |
29% |
130% |
Control Systems Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Real Time |
6.11% |
3% |
3% |
8% |
0% |
Instrument Control |
4.94% |
N/A |
30323% |
61% |
298% |
Predictive Control |
4.79% |
35% |
2% |
11% |
4% |
Time Varying |
4.58% |
5% |
9% |
19% |
15% |
Discrete Time |
4.28% |
3% |
5% |
4% |
6% |
Linear Systems |
4.06% |
7% |
6% |
4% |
6% |
Control Design |
3.65% |
13% |
10% |
1% |
7% |
Unmanned Systems |
3.44% |
95% |
1905% |
0% |
83% |
Unmanned Aircraft |
3.37% |
94% |
1559% |
0% |
78% |
Multi Agent |
3.32% |
22% |
1% |
15% |
4% |
Control Law |
3.18% |
1% |
4% |
7% |
17% |
Decision Information |
2.97% |
99% |
5% |
51% |
27656% |
Sliding Mode |
2.92% |
4% |
14% |
32% |
20% |
Automation And Robotics |
2.62% |
7% |
85% |
13% |
6% |
Linear Matrix |
2.58% |
5% |
18% |
13% |
22% |
Neural Network |
2.52% |
13% |
15% |
39% |
12% |
Robust Control |
2.39% |
11% |
5% |
15% |
9% |
Large Scale |
2.14% |
17% |
5% |
1% |
10% |
Output Feedback |
2.07% |
30% |
8% |
7% |
13% |
Nonlinear Model |
2.07% |
7% |
4% |
2% |
2% |
Council on Electronic Design Automation
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Automation Design |
50.88% |
6% |
7% |
19% |
21% |
Computer Aided |
16.7% |
29% |
28% |
42% |
1% |
Integrated Circuits |
15.82% |
15% |
29% |
29% |
21% |
Integrated Systems |
12.89% |
16% |
61% |
35% |
37% |
Low Power |
7.03% |
12% |
17% |
4% |
3% |
Real Time |
6.84% |
8% |
2% |
50% |
18% |
Power Consumption |
6.74% |
20% |
21% |
27% |
5% |
Energy Efficiency |
6.45% |
7% |
3% |
26% |
26% |
Internet Of Things |
3.32% |
99% |
3% |
229% |
69% |
Worst Case |
3.22% |
44% |
9% |
6% |
16% |
Low Cost |
2.93% |
3% |
17% |
6% |
27% |
Neural Network |
2.83% |
199% |
89% |
14% |
202% |
Design Exploration |
2.83% |
21% |
8% |
3% |
11% |
Large Scale |
2.73% |
49% |
48% |
20% |
15% |
Space Exploration |
2.64% |
37% |
7% |
14% |
19% |
High Density |
2.64% |
30% |
21% |
6% |
41% |
Industrial Embedded Systems |
2.64% |
N/A |
N/A |
3506% |
26% |
System Level |
2.64% |
1% |
10% |
37% |
9% |
Approximate Computing |
2.54% |
33% |
210% |
57% |
35% |
Access Memory |
2.54% |
18% |
67% |
26% |
17% |
Council on RFID
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Radio Frequency |
43.1% |
N/A |
N/A |
N/A |
103% |
UHF RFID |
29.31% |
N/A |
N/A |
N/A |
93% |
Rfid Identification |
26.72% |
N/A |
N/A |
N/A |
26% |
Rfid Tags |
23.28% |
N/A |
N/A |
N/A |
4% |
Rfid Reader |
15.52% |
N/A |
N/A |
N/A |
27% |
Passive Rfid |
13.79% |
N/A |
N/A |
N/A |
24% |
Low Power |
12.93% |
N/A |
N/A |
N/A |
7% |
Low Cost |
10.34% |
N/A |
N/A |
N/A |
14% |
High Frequency Radio Frequency Identification |
8.62% |
N/A |
N/A |
N/A |
42% |
Internet Of Things |
7.76% |
N/A |
N/A |
N/A |
15% |
Power Consumption |
6.9% |
N/A |
N/A |
N/A |
54% |
Hf Rfid |
6.03% |
N/A |
N/A |
N/A |
N/A |
Uhf Tags |
6.03% |
N/A |
N/A |
N/A |
99% |
Near Field |
6.03% |
N/A |
N/A |
N/A |
34% |
Patch Antenna |
5.17% |
N/A |
N/A |
N/A |
N/A |
Rf Power |
5.17% |
N/A |
N/A |
N/A |
71% |
Ultra High Frequency (UHF) |
5.17% |
N/A |
N/A |
N/A |
15% |
Real Time |
5.17% |
N/A |
N/A |
N/A |
43% |
Localization Accuracy |
4.31% |
N/A |
N/A |
N/A |
N/A |
Post Processing |
4.31% |
N/A |
N/A |
N/A |
N/A |
Council on Superconductivity
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Magnetic Field |
26.99% |
8% |
0% |
20% |
9% |
High Temperature |
26.66% |
5% |
8% |
14% |
12% |
Critical Current |
15.96% |
19% |
6% |
2% |
3% |
Finite Element |
13.07% |
8% |
16% |
60% |
7% |
High Field |
11.04% |
20% |
7% |
23% |
17% |
Current Density |
8.66% |
29% |
15% |
19% |
5% |
Element Method |
6.28% |
14% |
14% |
37% |
1% |
Coated Conductors |
5.77% |
23% |
48% |
52% |
5% |
Hts Coil |
5.6% |
8% |
25% |
16% |
85% |
Field Coils |
5.6% |
6% |
10% |
12% |
77% |
Toroidal Field |
5.26% |
31% |
80% |
40% |
62% |
Liquid Nitrogen |
5.09% |
17% |
26% |
46% |
14% |
Hadron Collider |
5.09% |
53% |
3% |
113% |
77% |
High Luminosity |
5.09% |
9% |
69% |
411% |
121% |
Permanent Magnet |
4.41% |
27% |
41% |
76% |
38% |
Large Scale |
4.41% |
23% |
1% |
66% |
18% |
3D |
1.02% |
53% |
245% |
41% |
29% |
Fault Current Limiter |
4.24% |
24% |
122% |
71% |
79% |
Central Solenoid |
3.74% |
54% |
158% |
25% |
85% |
Hts Magnet |
3.74% |
23% |
34% |
15% |
44% |
Dielectrics and Electrical Insulation Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Electrical Insulation |
20.87% |
9% |
22% |
27% |
2% |
Electric Field |
6.51% |
14% |
33% |
26% |
5% |
High Temperature |
6% |
18% |
47% |
119% |
29% |
Magnetic Field |
5.74% |
10% |
62% |
248% |
33% |
Partial Discharge |
5.46% |
23% |
30% |
8% |
1% |
Internet Of Things |
4.98% |
167% |
112% |
29% |
59% |
Electrical Dielectric |
4.84% |
53% |
26% |
30% |
3% |
Power Equipment |
4.82% |
4% |
45% |
54% |
407% |
Finite Element |
4.39% |
15% |
22% |
58% |
20% |
Real Time |
4.34% |
25% |
28% |
20% |
53% |
Low Cost |
4.06% |
6% |
8% |
11% |
46% |
Solar Cells |
3.97% |
8% |
28% |
40% |
17% |
Sensor Based |
3.46% |
27% |
50% |
31% |
47% |
Insulating Materials |
3.29% |
219% |
67% |
42% |
303% |
Space Charge |
3.13% |
21% |
55% |
29% |
3% |
Condition Assessment |
3.07% |
81% |
289% |
72% |
379% |
Wireless Sensor |
2.96% |
19% |
36% |
38% |
14% |
High Field |
2.82% |
24% |
39% |
88% |
20% |
Sensor Networks |
2.79% |
9% |
48% |
34% |
21% |
3D |
0.76% |
13% |
28% |
28% |
35% |
Education Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Teaching And Assessment |
10.3% |
41% |
46% |
50% |
40% |
Learning Based |
9.3% |
27% |
6% |
2% |
12% |
Computer Science |
9.08% |
13% |
67% |
1% |
19% |
Learning Process |
6.31% |
22% |
16% |
20% |
14% |
Education And Training |
5.87% |
26% |
86% |
608% |
5% |
Science Engineering |
5.43% |
303% |
65% |
74% |
30% |
Integrated Stem |
4.76% |
12% |
10% |
15% |
10% |
Problem Solving |
4.43% |
49% |
147% |
8% |
1% |
Electrical Engineering |
4.43% |
22% |
35% |
55% |
6% |
Project Based |
4.21% |
19% |
14% |
2% |
16% |
Learning Experience |
3.77% |
37% |
27% |
19% |
34% |
Learning Environment |
3.77% |
5% |
41% |
17% |
10% |
Real World |
3.54% |
5% |
5% |
21% |
62% |
Online Courses |
2.77% |
37% |
50% |
36% |
22% |
Undergraduate Engineering |
2.66% |
1% |
90% |
52% |
45% |
Introductory Programming |
2.55% |
7% |
29% |
115% |
87% |
Virtual Reality |
2.44% |
58% |
78% |
90% |
2580% |
Web Based |
2.44% |
30% |
7% |
3% |
4% |
Computational Thinking |
2.33% |
179% |
277% |
47% |
42% |
Introductory Course |
2.33% |
63% |
119% |
21% |
28% |
Electromagnetic Compatibility Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Electromagnetic Compatibility |
16.86% |
2% |
25% |
11% |
29% |
Signal Integrity |
8.61% |
28% |
98% |
19% |
257% |
Signal Power |
8.59% |
24% |
36% |
566% |
408% |
Real Time |
7.22% |
13% |
10% |
11% |
38% |
Electromagnetic Power |
7.2% |
38% |
43% |
53% |
3887% |
Low Cost |
6.43% |
10% |
23% |
33% |
38% |
Sensor Based |
6.34% |
16% |
22% |
16% |
27% |
Wireless Sensor |
5.41% |
19% |
2% |
9% |
12% |
Mobile Computing |
5.11% |
5% |
29% |
11% |
48% |
Internet Of Things |
5.06% |
169% |
25% |
11% |
37% |
Sensor Networks |
4.97% |
6% |
14% |
7% |
11% |
3D |
0.93% |
1% |
1% |
1% |
53% |
Solar Cells |
3.3% |
3% |
24% |
31% |
4% |
High Sensitivity |
3.2% |
20% |
43% |
1% |
49% |
Low Power |
3% |
27% |
42% |
17% |
3% |
Magnetic Field |
2.93% |
23% |
39% |
17% |
13% |
Energy Consumption |
2.9% |
0% |
45% |
3% |
10% |
Wide Range |
2.76% |
3% |
35% |
15% |
24% |
Frequency Range |
2.55% |
8% |
15% |
2% |
2% |
2D |
0.28% |
7% |
1% |
66% |
71% |
Electronics Packaging Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Magnetic Field |
6.98% |
12% |
58% |
212% |
35% |
Internet Of Things |
6.42% |
210% |
90% |
34% |
59% |
High Temperature |
6.39% |
8% |
54% |
130% |
37% |
Low Cost |
5.39% |
12% |
10% |
20% |
44% |
Real Time |
5.15% |
27% |
18% |
24% |
47% |
Solar Cells |
4.97% |
19% |
21% |
44% |
14% |
3D |
0.52% |
13% |
60% |
27% |
49% |
Finite Element |
4.77% |
7% |
32% |
66% |
23% |
Sensor Based |
4.35% |
43% |
36% |
38% |
49% |
Wireless Sensor |
3.8% |
39% |
21% |
42% |
17% |
Sensor Networks |
3.59% |
27% |
32% |
39% |
23% |
Critical Current |
3.28% |
4% |
69% |
250% |
49% |
Low Power |
3.21% |
3% |
70% |
46% |
40% |
2D |
0.28% |
5% |
14% |
38% |
55% |
Current Density |
2.97% |
15% |
33% |
52% |
31% |
Thin Film |
2.9% |
7% |
23% |
22% |
9% |
Frequency Radio |
2.8% |
12% |
30% |
55% |
149% |
Large Scale |
2.59% |
0% |
8% |
29% |
14% |
Semiconductor Manufacturing |
2.56% |
16% |
29% |
47% |
34% |
High Field |
2.56% |
24% |
66% |
261% |
32% |
Electron Devices Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Electron Devices |
14.14% |
44% |
7% |
23% |
7% |
Solid State |
10.1% |
66% |
212% |
65% |
76% |
Sensors Actuators |
7.06% |
99% |
7630% |
98% |
3093% |
Solar Cells |
6.33% |
61% |
31% |
29% |
21% |
Thin Film |
4.66% |
16% |
14% |
3% |
10% |
Field Effect |
4.29% |
17% |
3% |
14% |
9% |
Low Power |
4.15% |
30% |
23% |
13% |
10% |
Integrated Circuits |
4.14% |
43% |
22% |
30% |
3% |
High Temperature |
3.65% |
11% |
34% |
102% |
43% |
Low Cost |
3.5% |
32% |
15% |
18% |
42% |
3D |
3.11% |
18% |
21% |
32% |
8% |
Magnetic Field |
3.18% |
1% |
43% |
189% |
44% |
Internet Of Things |
3.16% |
8780% |
94% |
1% |
29% |
Current Density |
2.93% |
3% |
10% |
25% |
19% |
High Power |
2.9% |
37% |
5% |
28% |
19% |
Real Time |
2.78% |
22% |
80% |
23% |
77% |
Threshold Voltage |
2.69% |
30% |
22% |
8% |
20% |
Semiconductor Manufacturing |
2.51% |
16% |
24% |
30% |
6% |
High Efficiency |
2.47% |
29% |
7% |
17% |
23% |
Finite Element |
2.43% |
3% |
29% |
85% |
28% |
Engineering in Medicine and Biology Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Medicine Biology |
21.63% |
0% |
2% |
11% |
15% |
Engineering And Medicine |
21.61% |
1% |
2% |
11% |
15% |
Signal Processing |
10.24% |
55% |
262% |
27% |
36% |
Real Time |
7.12% |
4% |
9% |
1% |
19% |
Information Security |
5.09% |
33% |
6% |
15% |
31% |
Information Forensics |
4.96% |
35% |
5% |
15% |
31% |
Low Cost |
4.33% |
22% |
24% |
44% |
26% |
Medical Imaging |
4.24% |
33% |
24% |
16% |
7% |
Internet Of Things |
3.8% |
215% |
50% |
31% |
52% |
Neural Network |
3.62% |
32% |
71% |
46% |
61% |
Magnetic Resonance |
3% |
19% |
30% |
1% |
13% |
3D |
3.53% |
1% |
17% |
4% |
35% |
Sensor Based |
2.73% |
77% |
0% |
20% |
24% |
High Resolution |
2.71% |
7% |
8% |
5% |
31% |
Solar Cells |
2.69% |
34% |
10% |
10% |
10% |
Low Power |
2.58% |
18% |
2% |
6% |
15% |
Real World |
2.33% |
9% |
29% |
22% |
3% |
Security Privacy |
2.23% |
13% |
3% |
5% |
26% |
Large Scale |
2.23% |
9% |
35% |
20% |
16% |
Wireless Sensor |
2.21% |
46% |
18% |
28% |
15% |
Geoscience and Remote Sensing Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Remote Sensing |
67.32% |
4% |
5% |
24% |
3% |
Synthetic Aperture |
12.35% |
19% |
12% |
19% |
14% |
Aperture Radar |
11.93% |
20% |
12% |
19% |
13% |
High Resolution |
11.25% |
2% |
2% |
18% |
3% |
Earth Observations |
8.48% |
87% |
28% |
35% |
6% |
Selected Topics |
8.38% |
87% |
29% |
34% |
5% |
Radar Sar |
7.18% |
5% |
13% |
17% |
4% |
Spatial Resolution |
5.31% |
5% |
3% |
19% |
1% |
Soil Moisture |
4.05% |
5% |
1% |
1% |
6% |
Image Classification |
3.7% |
20% |
7% |
17% |
10% |
Land Cover |
3.45% |
6% |
20% |
36% |
2% |
Hyperspectral Image |
3.43% |
38% |
24% |
30% |
43% |
Mean Square |
3.3% |
35% |
29% |
14% |
41% |
Root Mean |
3.03% |
40% |
27% |
23% |
41% |
Neural Network |
2.91% |
17% |
48% |
1% |
69% |
Mean Error |
2.81% |
20% |
27% |
23% |
43% |
Land Surface |
2.75% |
2% |
8% |
12% |
11% |
Real Time |
2.75% |
33% |
9% |
13% |
12% |
Ground Radar |
2.68% |
1095% |
83% |
84% |
7% |
Surface Temperature |
2.58% |
10% |
4% |
9% |
19% |
Industrial Electronics Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Industrial Electronics |
44.41% |
26% |
27% |
17% |
90% |
Real Time |
7.7% |
4% |
16% |
5% |
8% |
Power System |
4.44% |
2% |
5% |
12% |
3% |
Low Cost |
3.94% |
8% |
5% |
4% |
19% |
Internet Of Things |
3.71% |
233% |
35% |
34% |
7% |
Permanent Magnet |
3.54% |
28% |
10% |
13% |
26% |
High Power |
3.26% |
22% |
17% |
9% |
51% |
Output Voltage |
2.87% |
6% |
8% |
19% |
37% |
Finite Element |
2.84% |
23% |
7% |
8% |
30% |
High Frequency |
2.75% |
9% |
20% |
1% |
66% |
Renewable Energy |
2.68% |
9% |
5% |
31% |
45% |
Connected Grid |
2.68% |
12% |
10% |
19% |
33% |
Steady State |
2.58% |
11% |
7% |
11% |
11% |
Driven Data |
2.58% |
66% |
17% |
62% |
159% |
Wide Range |
2.5% |
3% |
14% |
15% |
19% |
Low Power |
2.5% |
2% |
1% |
3% |
18% |
Wireless Sensor |
2.41% |
24% |
6% |
14% |
27% |
Electrical Power |
2.4% |
80% |
282% |
75% |
327% |
Sliding Mode |
2.3% |
5% |
19% |
27% |
65% |
Smart Grid |
2.18% |
14% |
16% |
25% |
66% |
Industry Applications Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Electrical Machines |
16.88% |
47% |
60% |
1% |
169% |
Permanent Magnet |
10.84% |
21% |
43% |
13% |
84% |
Transportation Electrification |
8.44% |
470% |
75% |
87% |
63% |
Finite Element |
8.36% |
30% |
39% |
17% |
108% |
Industrial Power |
8.07% |
27% |
77% |
83% |
3888% |
Power Electronics |
8.04% |
82% |
23% |
94% |
73% |
Industrial Commercial |
7.99% |
21% |
100% |
88% |
5999% |
Electric Drives |
7.67% |
93% |
820% |
94% |
3689% |
Power System |
7.55% |
4% |
8% |
20% |
26% |
Real Time |
6.19% |
5% |
8% |
12% |
3% |
Permanent Synchronous |
6.04% |
23% |
43% |
5% |
66% |
Renewable Energy |
3.99% |
30% |
19% |
36% |
58% |
High Speed |
3.63% |
19% |
14% |
6% |
51% |
Low Cost |
3.52% |
2% |
6% |
5% |
19% |
Magnet Motor |
3.51% |
48% |
52% |
5% |
81% |
Electrical Equipment |
3.47% |
344% |
84% |
9% |
784% |
Internet Of Things |
3.37% |
170% |
20% |
29% |
56% |
Magnet Machine |
3.21% |
36% |
46% |
21% |
149% |
Electrical And Electronic |
3.09% |
2733% |
97% |
2% |
3605% |
Power Quality |
2.95% |
19% |
35% |
29% |
26% |
Information Theory Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Information Security |
14.17% |
27% |
2% |
43% |
8% |
Information Forensics |
14.01% |
28% |
0% |
44% |
8% |
Wireless Networks |
7.38% |
4% |
24% |
11% |
1% |
Lower Bounds |
7.17% |
16% |
10% |
32% |
116% |
Ad Hoc |
5.44% |
9% |
22% |
5% |
17% |
Ad Hoc Networks |
5.17% |
10% |
26% |
10% |
16% |
Mobile Ad Hoc |
5.06% |
13% |
28% |
13% |
20% |
Modeling And Optimization |
5.06% |
N/A |
29% |
13% |
22% |
Mobile And Wireless |
5.06% |
N/A |
29% |
15% |
20% |
Gaussian Channel |
4.2% |
17% |
21% |
27% |
24% |
Multiple Access |
3.61% |
11% |
22% |
9% |
3% |
Additive Noise |
3.56% |
14% |
18% |
13% |
55% |
Gaussian Noise |
3.56% |
11% |
20% |
8% |
27% |
Coding Scheme |
3.56% |
9% |
4% |
27% |
30% |
Error Probability |
3.34% |
15% |
6% |
34% |
63% |
Capacity Region |
3.07% |
8% |
17% |
12% |
6% |
Parity Check |
2.96% |
2% |
11% |
27% |
3% |
Access Channel |
2.96% |
20% |
26% |
18% |
8% |
Achievable Rate |
2.91% |
5% |
17% |
8% |
19% |
Discrete Memoryless |
2.86% |
8% |
17% |
9% |
2% |
Instrumentation and Measurement Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Real Time |
6.81% |
6% |
29% |
23% |
19% |
Low Cost |
6.01% |
2% |
19% |
3% |
54% |
Magnetic Field |
5.23% |
16% |
55% |
233% |
21% |
Internet Of Things |
4.79% |
165% |
80% |
8% |
73% |
High Temperature |
4.03% |
13% |
65% |
261% |
31% |
Sensor Based |
3.86% |
25% |
4% |
4% |
56% |
Solid State |
3.23% |
7% |
27% |
64% |
40% |
Solar Cells |
3.06% |
14% |
4% |
16% |
22% |
Finite Element |
2.99% |
15% |
37% |
138% |
19% |
Low Power |
2.88% |
10% |
31% |
21% |
25% |
Wireless Sensor |
2.86% |
6% |
14% |
27% |
2% |
Imaging Systems |
2.84% |
26% |
2% |
91% |
1868% |
Fiber Optical |
2.73% |
45% |
14% |
8% |
26% |
Indoor Positioning |
2.6% |
194% |
36% |
42% |
982% |
Sensor Networks |
2.6% |
15% |
9% |
17% |
0% |
Wide Range |
2.56% |
2% |
33% |
30% |
24% |
Consumption Power |
2.52% |
7% |
9% |
23% |
14% |
Mobile Computing |
2.49% |
12% |
9% |
15% |
33% |
Signal Processing |
2.43% |
8% |
49% |
32% |
40% |
Large Scale |
2.3% |
7% |
17% |
8% |
19% |
Intelligent Transportation Systems Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Intelligent Vehicles |
43.55% |
19% |
1% |
5% |
146% |
Transportation Systems |
27.28% |
15% |
3% |
6% |
48% |
Real Time |
13.58% |
1% |
9% |
7% |
16% |
Autonomous Vehicles |
7.93% |
18% |
31% |
42% |
56% |
Security Informatics |
7.53% |
N/A |
25% |
27% |
63% |
Real World |
7.26% |
11% |
15% |
54% |
12% |
Neural Network |
6.05% |
18% |
38% |
39% |
144% |
Service Operations |
5.91% |
39% |
100% |
N/A |
89% |
Driver Assistance |
5.78% |
10% |
1% |
32% |
28% |
Vehicular Safety |
5.24% |
48% |
28% |
98% |
7941% |
Automated Driving |
4.7% |
65% |
105% |
15% |
34% |
Radio Frequency |
4.17% |
18% |
30% |
219% |
813% |
Big Data |
3.63% |
724% |
236% |
85% |
14% |
Learning Deep |
3.49% |
N/A |
12% |
210% |
215% |
Large Scale |
3.36% |
18% |
90% |
17% |
13% |
Change Lane |
2.96% |
12% |
42% |
9% |
46% |
Different Scenarios |
2.96% |
14% |
1% |
3% |
152% |
Driver Behavior |
2.82% |
27% |
10% |
7% |
60% |
Fuel Consumption |
2.82% |
37% |
47% |
35% |
116% |
Path Planning |
2.82% |
3% |
5% |
22% |
155% |
Magnetics Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Magnetic Field |
9.24% |
16% |
8% |
18% |
21% |
High Temperature |
6.3% |
13% |
62% |
182% |
43% |
Internet Of Things |
6.16% |
193% |
15% |
9% |
37% |
Finite Element |
5.15% |
12% |
13% |
14% |
18% |
Real Time |
5.05% |
35% |
23% |
14% |
39% |
Low Cost |
4.91% |
15% |
10% |
1% |
31% |
Solar Cells |
4.91% |
13% |
27% |
6% |
1% |
Sensor Based |
4.43% |
34% |
12% |
1% |
35% |
Permanent Magnet |
3.7% |
38% |
513% |
54% |
11% |
Wireless Sensor |
3.56% |
31% |
27% |
5% |
3% |
Sensor Networks |
3.39% |
20% |
19% |
0% |
4% |
Critical Current |
3.29% |
1% |
76% |
341% |
54% |
3D |
1.11% |
25% |
147% |
59% |
3% |
Current Density |
3.11% |
11% |
46% |
86% |
34% |
Low Power |
2.94% |
4% |
20% |
31% |
26% |
Thin Film |
2.73% |
9% |
18% |
34% |
7% |
2D |
0.66% |
8% |
145% |
53% |
10% |
High Field |
2.63% |
29% |
66% |
262% |
37% |
Element Method |
2.59% |
1% |
15% |
12% |
17% |
Wide Range |
2.49% |
4% |
31% |
4% |
25% |
Microwave Theory and Techniques Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Internet Of Things |
8.25% |
242% |
42% |
173% |
42% |
Millimeter Waves |
6.01% |
123% |
0% |
18% |
17% |
Magnetic Field |
5.77% |
15% |
50% |
295% |
23% |
Millimeter And Terahertz |
5.16% |
9637% |
7% |
17% |
24% |
Microwave Components |
4.94% |
5% |
12% |
10% |
32% |
Microwave Wireless |
4.83% |
4% |
14% |
36% |
11% |
High Temperature |
4.66% |
16% |
53% |
264% |
28% |
Frequency Radio |
4.66% |
7% |
11% |
2% |
31% |
Integrated Circuits |
4.15% |
32% |
36% |
39% |
22% |
Real Time |
4.09% |
32% |
8% |
15% |
44% |
Low Cost |
4.06% |
20% |
7% |
3% |
21% |
Output Power |
3.79% |
16% |
6% |
19% |
2% |
Finite Element |
3.3% |
12% |
32% |
134% |
10% |
High Power |
2.83% |
21% |
12% |
11% |
14% |
Science And Technology |
2.77% |
12% |
46% |
44% |
84% |
Power Amplifier |
2.62% |
8% |
14% |
34% |
2% |
Critical Current |
2.62% |
4% |
66% |
484% |
41% |
Wide Range |
2.62% |
19% |
1% |
1% |
11% |
Terahertz Technology |
2.61% |
17% |
58% |
47% |
83% |
Sensor Based |
2.61% |
62% |
2% |
23% |
71% |
Nanotechnology Council
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Molecular Systems |
14.2% |
40% |
32% |
8% |
50% |
Nano Engineered |
14.12% |
41% |
33% |
8% |
55% |
Solar Cells |
11.87% |
24% |
16% |
9% |
8% |
Thin Film |
6.24% |
49% |
48% |
2% |
29% |
Field Effect |
5.63% |
32% |
14% |
27% |
86% |
3D |
3.38% |
19% |
22% |
18% |
38% |
Low Cost |
3.91% |
16% |
5% |
0% |
10% |
Open Circuit |
3.53% |
29% |
3% |
2% |
19% |
Scanning Microscopy |
3.46% |
21% |
5% |
15% |
11% |
X Ray |
3.38% |
2% |
8% |
23% |
24% |
Carbon Nanotubes |
3.16% |
17% |
7% |
13% |
17% |
High Efficiency |
2.93% |
43% |
46% |
62% |
13% |
Electron Microscopy |
2.85% |
17% |
22% |
31% |
38% |
Atomic Force |
2.78% |
16% |
19% |
4% |
14% |
2D |
1.8% |
40% |
7% |
30% |
47% |
Photovoltaic (PV) |
2.7% |
63% |
8% |
8% |
10% |
Conversion Efficiency |
2.63% |
36% |
22% |
8% |
18% |
Current Density |
2.63% |
36% |
2% |
11% |
24% |
Room Temperature |
2.63% |
10% |
44% |
76% |
23% |
Low Power |
2.63% |
26% |
11% |
2% |
13% |
Nuclear and Plasma Sciences Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Plasma Science |
35.86% |
99% |
231% |
2473% |
44% |
Pulsed Power |
16.5% |
78% |
34% |
9% |
794% |
Medical Imaging |
14.79% |
77% |
10% |
16% |
63% |
3D |
0.71% |
9% |
6% |
11% |
90% |
X Ray |
6.57% |
18% |
24% |
14% |
30% |
High Power |
6.14% |
353% |
86% |
18% |
83% |
Magnetic Field |
6% |
26% |
23% |
30% |
87% |
Radiation Effects |
5.86% |
43% |
120% |
15% |
15% |
High Energy |
5.36% |
2% |
9% |
6% |
16% |
2D |
0.43% |
22% |
29% |
61% |
89% |
Plasma Medical |
4.57% |
N/A |
81% |
840% |
453% |
Field Programmable |
4.36% |
2% |
59% |
20% |
124% |
Electric Field |
4.07% |
24% |
20% |
12% |
29% |
Heavy Ion |
4% |
0% |
49% |
7% |
40% |
High Current |
4% |
20% |
17% |
55% |
357% |
Data Acquisition |
3.93% |
11% |
7% |
64% |
25% |
Real Time |
3.79% |
9% |
15% |
141% |
57% |
Magnetic Resonance |
3.5% |
82% |
45% |
56% |
24% |
Gate Array |
3.5% |
13% |
30% |
19% |
157% |
Total Ionizing |
3.21% |
18% |
8% |
1% |
61% |
Oceanic Engineering Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Real Time |
9.96% |
8% |
4% |
6% |
18% |
Internet Of Things |
8.37% |
224% |
35% |
6% |
36% |
Low Cost |
6.78% |
18% |
14% |
5% |
44% |
Sensor Based |
5.84% |
18% |
3% |
4% |
33% |
Autonomous Underwater |
5.61% |
14% |
28% |
40% |
39% |
Sensor Networks |
4.96% |
9% |
15% |
5% |
8% |
Wireless Sensor |
4.91% |
35% |
20% |
4% |
6% |
Underwater Vehicles |
3.93% |
6% |
11% |
86% |
46% |
High Resolution |
3.83% |
28% |
31% |
16% |
17% |
Low Power |
3.23% |
9% |
18% |
18% |
23% |
Consumption Energy |
2.95% |
36% |
37% |
23% |
1% |
Signal Processing |
2.85% |
3% |
4% |
15% |
49% |
High Sensitivity |
2.85% |
13% |
22% |
5% |
52% |
Wide Range |
2.71% |
31% |
4% |
1% |
23% |
Noise Ratio |
2.48% |
15% |
57% |
13% |
12% |
3D |
1.73% |
42% |
41% |
18% |
43% |
Large Scale |
2.24% |
4% |
15% |
13% |
13% |
Optical Fiber |
2.1% |
119% |
45% |
19% |
26% |
Finite Element |
2.06% |
71% |
24% |
20% |
90% |
Energy Efficient |
1.96% |
125% |
31% |
12% |
23% |
Photonics Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Electro Optics |
26.67% |
79% |
78% |
69% |
39% |
Fiber Optical |
6.59% |
2% |
12% |
3% |
90% |
Photonics Technology |
5.64% |
1% |
12% |
29% |
4% |
Solar Cells |
4.79% |
37% |
9% |
23% |
16% |
Low Cost |
4.69% |
33% |
14% |
13% |
30% |
Real Time |
4.43% |
17% |
19% |
9% |
29% |
Sensor Based |
4.25% |
59% |
9% |
7% |
42% |
Transparent Optical |
3.83% |
8% |
11% |
19% |
13% |
High Power |
3.49% |
37% |
21% |
10% |
40% |
Mode Fiber |
3.46% |
16% |
15% |
10% |
23% |
Refractive Index |
3.27% |
20% |
4% |
1% |
17% |
Output Power |
2.88% |
22% |
22% |
4% |
20% |
High Resolution |
2.6% |
33% |
19% |
30% |
25% |
Division Multiplexing |
2.55% |
30% |
5% |
30% |
5% |
High Efficiency |
2.51% |
16% |
10% |
3% |
4% |
High Sensitivity |
2.34% |
3% |
33% |
12% |
28% |
Photonic Crystal |
2.32% |
36% |
4% |
4% |
4% |
Noise Ratio |
2.32% |
15% |
45% |
22% |
34% |
Signal Processing |
2.26% |
8% |
13% |
29% |
47% |
Fiber Bragg Grating (FBG) |
0.9% |
30% |
6% |
26% |
35% |
Power & Energy Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Power Electronics |
14.36% |
267% |
31% |
41% |
83% |
Power Energy |
11.53% |
6% |
318% |
17% |
12% |
Power System |
10.23% |
34% |
20% |
8% |
23% |
Real Time |
6.27% |
2% |
2% |
11% |
1% |
Renewable Energy |
5.7% |
34% |
24% |
16% |
24% |
Smart Grid |
5.37% |
35% |
2% |
34% |
34% |
Magnetic Field |
5.05% |
19% |
53% |
297% |
15% |
Energy Integration |
4.88% |
3% |
7% |
17% |
1728% |
System Integration |
4.86% |
4% |
30% |
35% |
1541% |
High Temperature |
4.17% |
22% |
50% |
232% |
24% |
Future Energy |
3.86% |
32% |
23% |
10% |
1269% |
Finite Element |
3.52% |
12% |
19% |
98% |
7% |
High Power |
3.29% |
43% |
0% |
2% |
27% |
Low Cost |
3.27% |
3% |
15% |
9% |
32% |
Large Scale |
3.14% |
4% |
4% |
14% |
22% |
Distributed Generation |
3.05% |
4% |
15% |
48% |
30% |
High Frequency |
3.01% |
26% |
4% |
2% |
77% |
Power Flow |
2.95% |
15% |
0% |
19% |
22% |
Reactive Power |
2.65% |
56% |
15% |
14% |
12% |
Photovoltaic (PV) |
2.64% |
23% |
24% |
39% |
28% |
Power Electronics Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Power Electronics |
53.58% |
20% |
7% |
24% |
7% |
Solar Cells |
12.5% |
93% |
7% |
8% |
62% |
Emerging Topics |
8.55% |
311% |
30% |
47% |
9% |
Selected Topics |
8.55% |
308% |
29% |
47% |
9% |
Voltage Output |
7.9% |
5% |
10% |
23% |
14% |
High Efficiency |
7.72% |
1% |
7% |
8% |
33% |
Power System |
6.8% |
0% |
6% |
5% |
34% |
Sustainable Energy |
6.53% |
107% |
15% |
5% |
36% |
Switching Frequency |
6.43% |
15% |
5% |
11% |
20% |
High Power |
6.25% |
23% |
19% |
42% |
18% |
Photovoltaic (PV) |
5.88% |
63% |
3% |
14% |
20% |
Steady State |
5.51% |
2% |
10% |
23% |
3% |
DC Link |
5.33% |
39% |
33% |
42% |
13% |
Smart Grid |
5.24% |
80% |
15% |
24% |
69% |
Current Control |
5.24% |
25% |
2% |
17% |
32% |
Connected Grid |
5.06% |
15% |
5% |
10% |
13% |
Transportation Electrification |
4.96% |
59% |
3836% |
84% |
27% |
Wide Range |
4.96% |
50% |
12% |
10% |
22% |
Real Time |
4.96% |
36% |
8% |
9% |
26% |
Pulse Width |
4.69% |
24% |
15% |
53% |
7% |
Product Safety Engineering Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Big Data |
35.38% |
223% |
521% |
387% |
9% |
Product Engineering |
20% |
19% |
7% |
81% |
149% |
Product Compliance |
20% |
13% |
7% |
81% |
149% |
Multi Scale |
12.31% |
N/A |
N/A |
218% |
53% |
Special Focus |
12.31% |
19% |
397% |
268% |
111% |
Cloud Computing |
9.23% |
148% |
11% |
74% |
15% |
Large Scale |
7.69% |
18% |
37% |
57% |
30% |
Internet Of Things |
7.69% |
N/A |
132% |
18% |
111% |
Energy Efficiency |
6.15% |
250% |
99% |
47% |
41% |
Real Time |
6.15% |
28% |
12% |
5% |
23% |
Urban Planning |
4.62% |
N/A |
N/A |
N/A |
532% |
Deep Learning |
4.62% |
N/A |
N/A |
360% |
216% |
Continuous Monitoring |
4.62% |
N/A |
99% |
100% |
N/A |
Biomedical Data |
4.62% |
N/A |
N/A |
N/A |
N/A |
Heterogeneous Data |
4.62% |
N/A |
N/A |
100% |
N/A |
Data Management |
4.62% |
19% |
297% |
71% |
532% |
Information And Communication |
4.62% |
60% |
198% |
23% |
532% |
Electroencephalography (EEG) |
0% |
N/A |
N/A |
N/A |
N/A |
Graph Regularized |
3.08% |
N/A |
N/A |
N/A |
N/A |
Environmentally Sustainable |
3.08% |
N/A |
N/A |
N/A |
N/A |
Professional Communication Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Technical Communicators |
9.62% |
2% |
98% |
25% |
4% |
Technical Writing |
7.69% |
2% |
5% |
87% |
17% |
Graduate Students |
5.77% |
205% |
100% |
N/A |
N/A |
Social Media |
5.77% |
52% |
21% |
38% |
25% |
Design Courses |
5.77% |
N/A |
100% |
N/A |
N/A |
Technical Research |
5.77% |
N/A |
N/A |
25% |
275% |
Engineering Courses |
3.85% |
49% |
100% |
N/A |
N/A |
Empirical Studies |
3.85% |
N/A |
60% |
25% |
150% |
Engineering Practice |
3.85% |
N/A |
N/A |
N/A |
N/A |
Research Projects |
3.85% |
100% |
N/A |
N/A |
150% |
Academia Industry |
3.85% |
N/A |
N/A |
100% |
N/A |
Information Literacy |
3.85% |
N/A |
N/A |
100% |
N/A |
Engineering Department |
3.85% |
2% |
100% |
N/A |
N/A |
Design Thinking |
3.85% |
N/A |
100% |
N/A |
150% |
Organizational Structure |
3.85% |
N/A |
N/A |
N/A |
N/A |
Data Driven |
3.85% |
N/A |
100% |
N/A |
150% |
Software Development |
3.85% |
306% |
100% |
N/A |
N/A |
Real World |
3.85% |
100% |
N/A |
N/A |
N/A |
Findings Suggest |
3.85% |
N/A |
N/A |
N/A |
150% |
Learning Based |
3.85% |
2% |
21% |
100% |
N/A |
Reliability Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Internet Of Things |
10.91% |
336% |
219% |
21% |
30% |
Software Reliability |
6.56% |
44% |
22% |
2% |
55% |
Health Management |
5.96% |
1877% |
22% |
29% |
4% |
Prognostics And Health |
5.64% |
3722% |
21% |
33% |
0% |
Real Time |
5.51% |
11% |
22% |
8% |
53% |
High Temperature |
4.57% |
18% |
49% |
147% |
40% |
Magnetic Field |
4.55% |
26% |
55% |
273% |
41% |
Failure Analysis |
4.53% |
51% |
64% |
44% |
72% |
Integrated Circuits |
4.44% |
49% |
68% |
46% |
82% |
Quality And Reliability |
4.35% |
100% |
N/A |
12% |
209% |
Reliability And Security |
4.24% |
N/A |
2666% |
1% |
220% |
Reliability Physics |
3.99% |
14% |
1% |
36% |
28% |
Physical Failure |
3.84% |
54% |
87% |
51% |
86% |
Low Cost |
3.61% |
43% |
15% |
7% |
29% |
Sensing And Control |
3.44% |
N/A |
42% |
9% |
5520% |
Finite Element |
3.3% |
23% |
29% |
109% |
25% |
Solar Cells |
3.28% |
239% |
64% |
28% |
1% |
Wireless Sensor |
3.08% |
20% |
39% |
31% |
4% |
Sensor Networks |
2.95% |
9% |
66% |
28% |
6% |
Sensor Based |
2.88% |
14% |
60% |
26% |
25% |
Robotics and Automation Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Robotics Automation |
14.59% |
94% |
702% |
59% |
28% |
Intelligent Systems |
10.64% |
874% |
10% |
27% |
8% |
Real Time |
8.38% |
11% |
5% |
12% |
8% |
Science Engineering |
4.25% |
7% |
10% |
32% |
11% |
Electro Mechanical |
4.15% |
1571% |
27% |
7% |
11% |
Micro Mechanical |
4.11% |
1843% |
26% |
6% |
12% |
Low Cost |
3.9% |
17% |
19% |
12% |
15% |
Advanced Intelligent |
3.25% |
8% |
100% |
N/A |
N/A |
Engineering Case |
3.1% |
5% |
10% |
37% |
61% |
Real World |
3.04% |
3% |
25% |
6% |
12% |
Consumer Electronics |
2.73% |
20% |
41% |
20% |
296% |
Neural Network |
2.66% |
15% |
39% |
18% |
24% |
Solar Cells |
2.54% |
17% |
17% |
25% |
15% |
Internet Of Things |
2.5% |
308% |
13% |
18% |
21% |
Mobile Robots |
2.44% |
21% |
39% |
34% |
49% |
Large Scale |
2.16% |
13% |
20% |
11% |
7% |
3D |
5.76% |
5% |
10% |
3% |
5% |
Sensor Based |
2.11% |
32% |
1% |
6% |
4% |
Unmanned Aerial |
2% |
34% |
166% |
36% |
76% |
Wide Range |
1.94% |
6% |
15% |
2% |
24% |
Sensors Council
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Real Time |
9.18% |
1% |
5% |
0% |
21% |
Internet Of Things |
8.88% |
138% |
115% |
29% |
8% |
Low Cost |
8.59% |
20% |
24% |
6% |
17% |
Sensor Based |
8.29% |
23% |
5% |
4% |
3% |
Wireless Sensor |
6.1% |
5% |
3% |
23% |
32% |
Sensor Networks |
5.81% |
3% |
6% |
60% |
9% |
Low Power |
5.26% |
24% |
24% |
24% |
19% |
High Sensitivity |
4.62% |
14% |
5% |
3% |
10% |
Consumption Power |
3.77% |
13% |
17% |
19% |
19% |
Wide Range |
3.23% |
6% |
39% |
28% |
8% |
Signal Processing |
3.18% |
13% |
9% |
12% |
56% |
Magnetic Field |
2.93% |
29% |
33% |
43% |
18% |
Optical Fiber |
2.73% |
83% |
33% |
5% |
3% |
High Resolution |
2.68% |
0% |
17% |
17% |
5% |
Finite Element |
2.53% |
34% |
2% |
26% |
36% |
Inertial Sensors Systems |
2.48% |
N/A |
2% |
17% |
4% |
3D |
2.33% |
2% |
16% |
57% |
29% |
Noise Ratio |
2.43% |
72% |
115% |
42% |
13% |
Thin Film |
2.38% |
30% |
27% |
25% |
16% |
Optical Sensor |
2.23% |
62% |
28% |
5% |
4% |
Signal Processing Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Signal Processing |
35.57% |
5% |
18% |
7% |
17% |
Neural Network |
7.17% |
58% |
29% |
49% |
87% |
Information Security |
4.27% |
44% |
16% |
0% |
59% |
Information Forensics |
4.17% |
47% |
17% |
2% |
60% |
Real World |
4.13% |
18% |
3% |
23% |
16% |
Large Scale |
3.99% |
38% |
1% |
12% |
5% |
Real Time |
3.89% |
10% |
5% |
12% |
1% |
Deep Learning |
3.67% |
58% |
239% |
67% |
151% |
Deep Network |
3.48% |
36% |
93% |
37% |
68% |
Computational Complexity |
3.27% |
6% |
0% |
0% |
5% |
Noise Ratio |
3.12% |
20% |
20% |
7% |
11% |
Medical Imaging |
2.98% |
22% |
18% |
4% |
12% |
Internet Of Things |
2.98% |
1876% |
66% |
18% |
53% |
Speech And Language Processing |
2.92% |
281% |
10% |
2% |
28% |
Speech Recognition |
2.89% |
14% |
5% |
29% |
32% |
Low Complexity |
2.76% |
15% |
17% |
6% |
7% |
Mean Error |
2.58% |
3% |
15% |
17% |
14% |
High Quality |
2.23% |
14% |
30% |
7% |
49% |
High Resolution |
2.16% |
17% |
31% |
6% |
17% |
Channel State |
2.16% |
31% |
26% |
18% |
13% |
Social Implications of Technology Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Global Humanitarian |
27.21% |
N/A |
N/A |
100% |
N/A |
Sustainable Energy |
15.55% |
5% |
45% |
19% |
64% |
Radio Frequency |
12.53% |
N/A |
N/A |
N/A |
1817% |
Developing Countries |
9.07% |
20% |
243% |
4% |
98% |
Low Cost |
8.21% |
100% |
N/A |
23% |
242% |
Real Time |
7.34% |
54% |
4% |
43% |
4% |
Internet Of Things |
4.32% |
20% |
115% |
90% |
148% |
Affective Computing |
4.1% |
21% |
32% |
60% |
14% |
Radio Frequency Identification (RFID) |
4.1% |
N/A |
N/A |
N/A |
N/A |
UHF RFID |
3.89% |
N/A |
N/A |
N/A |
N/A |
Wind Power |
3.89% |
37% |
8% |
25% |
54% |
Rfid Tags |
3.67% |
N/A |
N/A |
N/A |
N/A |
Solar Energy |
2.81% |
60% |
64% |
90% |
61% |
Low Power |
2.81% |
N/A |
57% |
11% |
330% |
Large Scale |
2.81% |
76% |
5% |
14% |
50% |
Rfid Reader |
2.59% |
N/A |
N/A |
N/A |
N/A |
Information And Communication |
2.59% |
20% |
329% |
102% |
30% |
Rural Communities |
1.94% |
100% |
N/A |
375% |
123% |
Service Delivery |
1.94% |
N/A |
N/A |
34% |
1% |
Maximum Power |
1.94% |
60% |
55% |
32% |
55% |
Solid-State Circuits Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Solid State |
16.72% |
61% |
102% |
3% |
4% |
Large Scale |
9.92% |
3% |
258% |
14% |
37% |
Integrated Circuits |
8.36% |
3% |
13% |
46% |
4% |
Low Power |
8.3% |
21% |
33% |
32% |
29% |
Integration Scale |
7.93% |
43% |
1421% |
12% |
50% |
Very Large Scale Integration Systems |
7.69% |
N/A |
N/A |
17% |
52% |
Power Consumption |
7.42% |
24% |
14% |
27% |
39% |
Internet Of Things |
7.32% |
232% |
34% |
8% |
34% |
Real Time |
6.1% |
21% |
4% |
3% |
19% |
Low Cost |
5.22% |
7% |
27% |
23% |
9% |
Solar Cells |
4.33% |
21% |
17% |
0% |
21% |
Computer Aided |
4.24% |
16% |
0% |
20% |
42% |
Integrated Systems |
4.18% |
16% |
0% |
20% |
43% |
Nm Cmos |
4.03% |
1% |
8% |
42% |
85% |
Wide Range |
4% |
15% |
5% |
24% |
35% |
Sensor Based |
3.78% |
30% |
4% |
12% |
3% |
Energy Efficient |
3.63% |
42% |
17% |
0% |
9% |
Cmos Process |
3.57% |
6% |
0% |
55% |
61% |
Custom Circuits |
3.51% |
7% |
34% |
98% |
3170% |
Wireless Sensor |
3.42% |
26% |
15% |
2% |
24% |
Systems, Man, and Cybernetics Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Real Time |
6.85% |
11% |
9% |
16% |
14% |
Neural Network |
4.76% |
22% |
41% |
31% |
29% |
Human Machine |
3.36% |
105% |
17% |
26% |
18% |
Service Management |
3.1% |
28% |
12% |
6% |
15% |
Large Scale |
3.08% |
40% |
2% |
5% |
3% |
Machine Learning Applications |
3.08% |
10424% |
100% |
N/A |
4% |
Real World |
3.07% |
20% |
5% |
11% |
21% |
Intelligent Systems |
3.05% |
17% |
16% |
55% |
19% |
Computational Social Systems |
3.01% |
N/A |
54% |
56% |
719% |
Machine Intelligence |
2.68% |
12% |
6% |
0% |
40% |
Solar Cells |
2.62% |
18% |
2% |
7% |
10% |
Soft Computing |
2.46% |
56% |
1790% |
91% |
1689% |
Fuzzy Association |
2.37% |
51% |
100% |
N/A |
15408% |
Time Varying |
2.34% |
18% |
24% |
10% |
78% |
Sensing And Control |
2.15% |
22% |
18% |
27% |
63% |
Power System |
2.03% |
2% |
12% |
4% |
95% |
Big Data |
1.94% |
184% |
66% |
5% |
2% |
Deep Learning |
1.86% |
46% |
162% |
118% |
113% |
Science And Technology |
1.84% |
173% |
791% |
14% |
1% |
Industrial Engineering |
1.69% |
3% |
100% |
N/A |
105% |
Systems Council
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Systems Engineering |
32.83% |
29% |
247% |
79% |
46% |
Real Time |
17.33% |
5% |
1% |
21% |
180% |
Embedded Real Time Systems |
11.85% |
N/A |
N/A |
N/A |
N/A |
Signal Processing |
10.33% |
89% |
94% |
3066% |
31% |
Event Based |
10.03% |
N/A |
44% |
4721% |
34% |
Control Signal |
10.03% |
15% |
126% |
4721% |
34% |
Event Based Communication |
10.03% |
N/A |
N/A |
N/A |
33% |
Big Data |
7.9% |
55% |
187% |
208% |
42% |
Large Scale |
5.17% |
19% |
72% |
17% |
13% |
Internet Of Things |
4.86% |
103% |
107% |
0% |
41% |
Cyber Physical |
4.56% |
15% |
142% |
22% |
148% |
Energy Consumption |
4.26% |
77% |
185% |
80% |
132% |
Energy Efficiency |
4.26% |
281% |
182% |
74% |
132% |
Special Focus |
3.95% |
15% |
351% |
302% |
57% |
System Of Systems |
3.65% |
32% |
27% |
59% |
33% |
Life Cycle |
3.34% |
15% |
15% |
825% |
23% |
Cloud Computing |
3.34% |
195% |
23% |
81% |
3% |
System Performance |
3.34% |
37% |
3% |
59% |
192% |
Safety Critical |
2.74% |
44% |
44% |
777% |
99% |
Energy Aware |
2.74% |
13% |
295% |
90% |
1093% |
Technology and Engineering Management Society (TEMS)
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Engineering Innovation |
59.66% |
N/A |
N/A |
N/A |
N/A |
Product Development |
6.16% |
N/A |
N/A |
N/A |
233% |
Internet Of Things |
5.6% |
N/A |
N/A |
N/A |
203% |
Product Service |
4.2% |
N/A |
N/A |
N/A |
N/A |
Cyber Physical |
3.92% |
N/A |
N/A |
N/A |
112% |
Big Data |
3.64% |
N/A |
N/A |
43% |
51% |
Real Time |
3.64% |
N/A |
N/A |
83% |
97% |
Physical Systems |
3.36% |
N/A |
N/A |
N/A |
82% |
Value Chain |
3.36% |
N/A |
N/A |
N/A |
N/A |
Agile Development |
2.52% |
N/A |
N/A |
N/A |
N/A |
Competitive Advantage |
2.52% |
N/A |
N/A |
N/A |
N/A |
Energy Consumption |
2.52% |
N/A |
N/A |
N/A |
N/A |
Knowledge Management |
2.24% |
N/A |
N/A |
100% |
N/A |
Project Management |
2.24% |
N/A |
N/A |
N/A |
N/A |
Collaborative Manufacturing |
1.96% |
N/A |
N/A |
N/A |
N/A |
Industry 4.0 |
0% |
N/A |
N/A |
N/A |
N/A |
Business Models |
1.68% |
N/A |
N/A |
N/A |
55% |
Multi Agent |
1.68% |
N/A |
N/A |
N/A |
N/A |
High Risk |
1.68% |
N/A |
N/A |
N/A |
9% |
End Users |
1.68% |
N/A |
N/A |
N/A |
9% |
Ultrasonics, Ferroelectrics and Frequency Control Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Solar Cells |
14.69% |
4% |
97% |
6% |
19% |
Real Time |
5.23% |
26% |
9% |
25% |
53% |
Low Cost |
4.32% |
15% |
7% |
10% |
24% |
Open Circuit |
4.18% |
12% |
148% |
12% |
14% |
Photovoltaic (PV) |
4.02% |
24% |
118% |
13% |
36% |
Ultrasound Imaging |
3.99% |
1208% |
2% |
36% |
178% |
High Efficiency |
3.97% |
24% |
5% |
10% |
37% |
Thin Film |
3.87% |
4% |
10% |
8% |
18% |
Current Density |
3.49% |
3% |
1% |
59% |
10% |
Magnetic Field |
3.49% |
27% |
57% |
224% |
47% |
Medical Imaging |
3.35% |
4% |
8% |
27% |
14% |
High Temperature |
3.33% |
20% |
51% |
132% |
48% |
Fill Factor |
3.32% |
32% |
140% |
6% |
69% |
Conversion Efficiency |
3.22% |
28% |
169% |
10% |
4% |
Finite Element |
3.06% |
0% |
20% |
56% |
41% |
High Resolution |
3.04% |
11% |
11% |
18% |
37% |
3D |
2.71% |
70% |
50% |
20% |
11% |
2D |
1.84% |
116% |
4% |
9% |
7% |
Internet Of Things |
2.77% |
145% |
72% |
19% |
20% |
Short Circuit Current |
2.75% |
31% |
104% |
17% |
32% |
Vehicular Technology Society
Keywords |
Ratio
|
2013-2014 |
2014-2015 |
2015-2016 |
2016-2017 |
Vehicular Technology |
46.2% |
18% |
2% |
11% |
11% |
Wireless Networks |
7.96% |
2% |
1% |
13% |
2% |
Real Time |
6.47% |
16% |
10% |
2% |
22% |
Internet Of Things |
6.37% |
102% |
194% |
3% |
18% |
Low Complexity |
4.78% |
13% |
14% |
12% |
29% |
Low Cost |
4.7% |
9% |
7% |
24% |
32% |
Noise Ratio |
4.67% |
12% |
12% |
1% |
13% |
Channel State |
4.62% |
24% |
7% |
14% |
17% |
Multiple Access |
4.39% |
7% |
17% |
17% |
10% |
Cellular Networks |
4.34% |
18% |
1% |
10% |
1% |
State Information |
4.34% |
28% |
11% |
11% |
11% |
Resource Allocation |
4.31% |
26% |
9% |
2% |
24% |
Massive Mimo |
4.06% |
145% |
247% |
4% |
61% |
Energy Efficiency |
3.98% |
21% |
6% |
2% |
19% |
Frequency Radio |
3.9% |
15% |
56% |
12% |
73% |
Energy Consumption |
3.88% |
17% |
3% |
9% |
2% |
Energy Harvesting |
3.8% |
42% |
101% |
14% |
43% |
Outage Probability |
3.44% |
28% |
10% |
12% |
5% |
Low Power |
3.24% |
12% |
21% |
18% |
27% |
Sensor Based |
3.16% |
4% |
9% |
2% |
19% |