IEEE Society Statistics
About This Page

IEEE is the world's largest association of technical professionals with 39 societies and 7 councils. A variety of magazines, journals, books are stored in IEEE Xplore database and at least 1000 professional conferences are held by IEEE societies or councils each year.

To date, IEEE Xplore database has 4.5 million papers, of which more than 2.5 million are sponsored by society or council.

We counted hot keywords for all IEEE papers in 2017. For the sake of providing more targeted data, we now have not only collected hot keywords according to the papers sponsored by society and council, but also conducted some data analysis based on these results.

This page shows our statistics, you can scroll down to view the data, or click the button on the navigation bar to jump to the section you interested in. Click ‘Instructions’ on the navigation bar to get a description of the statistics on this page.

If you have any comments, suggestions, or corrections to make, please feel free to contact us at acemap@cs.sjtu.edu.cn!

IEEE Society Paper Count

Chart description

The following two tables are the statistics of papers sponsored by society or council. The first table shows the total number of paperes sponsored by IEEE societies and councils each year. The second table counts the number of papers sponsored by each Society of IEEE from 2012 to 2017.

If you have any comments, suggestions, or corrections to make, please feel free to contact us at acemap@cs.sjtu.edu.cn!

IEEE Society Hot Keywords

Chart description

This is a hot keywords statistic for IEEE societies. We collect papers published in these societies and extract the hottest keywords from these papers. This List shows the most important and most concerned topics in IEEE. 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
Synthetic Aperture 1.18% 41% 201% 14% 56%
Phase Shift 1.18% 26% 21% 12% 54%
High Quality 1.2% 24% 36% 1% 15%
Inertial Navigation 1.22% 73% 27% 113% 56%
Current Density 1.24% 18% 83% 21% 48%
Magnetic Field 1.27% 47% 51% 105% 27%
Mean Error 1.27% 63% 55% 165% 15%
Finite Element 1.29% 23% 6% 1% 35%
Monte Carlo 1.29% 4% 15% 1% 26%
X Ray 1.29% 12% 18% 2% 25%
High Accuracy 1.31% 40% 31% 66% 13%
Fill Factor 1.31% 19% 78% 3% 32%
Amplitude Modulation 1.33% 30% 22% 32% 18%
Mean Square 1.33% 13% 30% 97% 3%
Conversion Efficiency 1.35% 39% 89% 21% 18%
Real World 1.35% 12% 1% 0% 14%
Traffic Management 1.4% 32% 24% 7% 49%
Fourier Transform 1.48% 8% 7% 63% 9%
Tracking Target 1.53% 17% 24% 43% 33%
Frequency Radio 1.55% 5% 15% 8% 3%

Antennas and Propagation Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Thin Film 1.12% 30% 5% 8% 1%
High Power 1.13% 12% 15% 13% 33%
High Sensitivity 1.15% 14% 26% 5% 25%
Mutual Coupling 1.17% 5% 11% 31% 35%
Noise Ratio 1.17% 22% 12% 18% 18%
Free Space 1.19% 2% 8% 8% 16%
The Simulated Results 1.22% 49% 2% 21% 17%
Integral Equation 1.23% 32% 14% 34% 2%
Integrated Waveguide 1.24% 5% 60% 23% 2%
Aperture Radar 1.24% 264% 50% 39% 53%
Large Scale 1.24% 3% 34% 28% 8%
2 4 Ghz 1.26% 26% 4% 10% 0%
Impedance Matching 1.27% 22% 13% 3% 0%
Finite Element 1.31% 15% 39% 36% 10%
Return Loss 1.33% 8% 2% 14% 23%
Power Consumption 1.33% 1% 4% 20% 0%
Reflection Coefficient 1.34% 12% 2% 2% 0%
Electromagnetic Wave 1.34% 9% 3% 18% 19%
Synthetic Aperture 1.36% 216% 45% 35% 52%
Antenna Elements 1.37% 27% 15% 3% 0%

Biometrics Council

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Face Alignment 1.62% 100% N/A 77% 567%
Video Frames 1.82% 5% 47% 32% 275%
Classification Accuracy 1.82% 280% 68% 16% 25%
Infrared Images 1.82% 90% 27% 239% 50%
Learned Features 1.82% N/A 27% 239% 50%
Global Local 1.82% 5% 84% 46% 275%
Biometric Based 1.82% 37% 176% 91% 651%
Near Infrared 1.82% N/A 29% 93% 25%
3d Reconstruction 1.82% 27% 29% 55% 6%
3d Facial 1.82% 84% 157% 42% 150%
Large Number 1.82% 5% 65% 35% 17%
The Existing Methods 1.82% 100% N/A 2% 150%
Best Knowledge 1.82% 46% 10% 58% 7%
Video Surveillance 2.02% 5% 29% 16% 39%
Feature Space 2.02% 19% 51% 171% 4%
Multi Task 2.02% 280% 63% 171% 109%
Face Database 2.02% 100% N/A 50% 17%
Texture Based 2.02% 5% 100% N/A 317%
Fine Grained 2.02% 374% 27% 103% 44%
Significant Performance 2.02% 280% 27% 69% 67%

Broadcast Technology Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Health Monitoring 1.45% 105% 36% 18% 13%
Network Lifetime 1.45% 64% 14% 43% 12%
Measurement Based 1.45% 125% 61% 174% 12%
Non Invasive 1.45% 86% 497% 15% 91%
Pressure Sensor 1.53% 9% 15% 13% 55%
Math Inline Formula 1.53% N/A N/A 164% 13%
Tex Formula 1.53% N/A N/A 115% 16%
Tex Math Notation 1.53% N/A N/A 176% 16%
Tex Math 1.53% N/A N/A 115% 16%
Measurement System 1.53% 25% 7% 41% 4%
Thin Film 1.53% 44% 5% 0% 23%
Capacitance Tomography 1.53% 18% 113% 36% 403%
Performance Evaluation 1.61% 31% 60% 23% 8%
Energy Harvesting 1.61% 23% 9% 20% 32%
Refractive Index 1.68% 9% 32% 19% 35%
Spatial Resolution 1.68% 91% 82% 61% 269%
Fiber Grating 1.76% 27% 0% 25% 25%
Big Data 1.76% 146% 270% 117% 34%
Smart Grid 1.76% 474% 2% 20% 189%
Monitoring System 1.76% 87% 41% 32% 29%

Circuits and Systems Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Standard Cmos 1.1% 5% 15% 15% 10%
High Density 1.12% 21% 3% 25% 9%
While Maintaining 1.12% 27% 16% 2% 5%
Gate Array 1.15% 11% 5% 5% 16%
Performance Power 1.18% 6% 11% 6% 8%
Deep Network 1.19% 434% 298% 77% 144%
Video Coding 1.21% 11% 18% 24% 22%
Random Access 1.22% 49% 3% 1% 13%
System Level 1.23% 5% 15% 3% 9%
Achieve High 1.25% 22% 4% 1% 2%
Large Number 1.26% 12% 5% 5% 3%
2D 1.12% 6% 14% 17% 14%
High Quality 1.32% 21% 68% 7% 11%
High Frequency 1.36% 15% 21% 5% 5%
Fpga Based 1.38% 22% 17% 30% 42%
Computational Complexity 1.38% 13% 5% 5% 11%
Access Memory 1.38% 43% 1% 6% 8%
Harvesting Energy 1.4% 43% 14% 52% 13%
Low Complexity 1.41% 10% 4% 4% 17%
Deep Learning 1.43% N/A 348% 9% 217%

Communications Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Fading Channels 1.44% 28% 7% 28% 3%
Wide Range 1.46% 0% 7% 1% 7%
Mean Error 1.49% 14% 11% 8% 2%
Multi User 1.49% 5% 0% 0% 23%
Low Latency 1.51% 26% 52% 11% 54%
High Speed 1.56% 4% 21% 7% 0%
Full Duplex 1.56% 89% 58% 11% 11%
Optimal Solution 1.57% 19% 5% 0% 4%
Extensive Simulations 1.64% 7% 13% 16% 16%
Ad Hoc 1.73% 18% 11% 15% 6%
Networking Sdn 1.76% 90% 80% 13% 32%
Device To Device 1.76% 101% 20% 12% 3%
Orthogonal Frequency 1.77% 11% 1% 8% 12%
Cloud Computing 1.81% 32% 12% 16% 1%
Network Virtualization 1.82% 6% 110% 4% 53%
Transmit Power 1.84% 9% 14% 18% 1%
Energy Harvesting 1.85% 46% 63% 3% 0%
Heterogeneous Networks 1.86% 8% 23% 18% 5%
Radio Access 1.9% 33% 81% 5% 19%
Performance Analysis 1.96% 9% 2% 10% 8%

Computational Intelligence Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Fuzzy Clustering 1.04% 50% 8% 25% 26%
Classification Performance 1.04% 20% 103% 23% 8%
Signal Processing 1.07% 49% 36% 27% 24%
Computational Complexity 1.07% 14% 2% 31% 21%
Data Driven 1.07% 26% 51% 10% 24%
Publicly Available 1.07% 14% 23% 12% 33%
Previous Work 1.07% 3% 1% 32% 27%
Fuzzy Inference 1.1% 13% 40% 65% 19%
More Robust 1.1% 69% 5% 16% 124%
High Accuracy 1.17% 2% 5% 12% 15%
More Efficient 1.17% 30% 8% 10% 10%
Natural Language 1.23% 26% 35% 26% 90%
Artificial Neural 1.23% 12% 3% 20% 33%
Thin Film 1.23% 37% 43% 30% 124%
Search Space 1.26% 54% 23% 103% 21%
Solve Problems 1.26% 46% 45% 36% 5%
Open Circuit 1.3% 12% 35% 10% 57%
Classification Based 1.3% 27% 13% 18% 29%
Learning Algorithm 1.33% 2% 0% 11% 26%
Photovoltaic (PV) 1.36% 68% 41% 35% 39%

Computer Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Computational Complexity 0.79% 9% 6% 5% 11%
High Speed 0.79% 8% 12% 1% 7%
Preserving Privacy 0.79% 21% 8% 18% 2%
On Demand 0.8% 15% 4% 9% 11%
Design Implementation 0.81% 23% 18% 11% 14%
High Temperature 0.81% 0% 64% 273% 37%
Data Centers 0.82% 22% 27% 21% 6%
Specific Domain 0.82% 24% 18% 8% 23%
Magnetic Field 0.83% 9% 70% 445% 38%
Experiments On Real 0.83% 41% 4% 6% 16%
Real Life 0.85% 8% 15% 9% 15%
Ad Hoc 0.85% 3% 32% 9% 13%
Cost Effective 0.86% 3% 11% 17% 0%
Computing Performance 0.88% 7% 12% 3% 4%
Cloud Services 0.9% 4% 5% 11% 7%
Deep Convolutional 0.91% 179% 821% 16% 132%
System Performance 0.92% 16% 26% 18% 17%
Cyber Physical 0.93% 22% 3% 58% 7%
Learning Algorithms 0.95% 26% 14% 19% 31%
Best Knowledge 0.96% 20% 7% 5% 24%

Consumer Electronics Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Smart Meters 1.06% 13% 51% 9% 18%
Image Reconstruction 1.06% 67% 258% 111% 125%
Electrical Tomography 1.06% 33% 32% 33% 542%
Frequency Range 1.06% 33% 5% 153% 6%
Bragg Fiber 1.06% 21% 21% 71% 25%
Distributed Control 1.06% 152% 17% 13% 2%
Such Devices 1.11% 12% 13% 34% 46%
Spatial Resolution 1.15% 4% 69% 146% 273%
Low Energy 1.15% 127% 2% 13% 94%
Vector Machine 1.15% 1367% 8% 8% 67%
Temperature Sensor 1.19% 14% 14% 9% 68%
High Quality 1.19% 36% 19% 17% 5%
Response Time 1.19% 37% 38% 18% 101%
Cost Effective 1.23% 53% 21% 13% 5%
Computational Complexity 1.23% 7% 21% 19% 10%
High Efficiency 1.23% 14% 32% 38% 16%
Optical Sensor 1.23% 38% 29% 22% 68%
Monitoring System 1.28% 31% 34% 34% 2%
Detection System 1.28% 38% 12% 38% 157%
Big Data 1.32% 933% 23% 56% 29%

Control Systems Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Model Parameters 1.15% 10% 2% 14% 32%
Energy Consumption 1.17% 21% 17% 25% 3%
Real World 1.18% 14% 20% 1% 20%
Optimal Control Problem 1.18% 9% 11% 9% 6%
Design Method 1.21% 3% 20% 1% 9%
Optimal Solution 1.23% 16% 6% 8% 3%
Linear Model 1.23% 3% 16% 7% 19%
External Disturbances 1.3% 5% 7% 15% 7%
Optimization Algorithm 1.31% 8% 4% 20% 28%
Fault Detection 1.32% 20% 33% 58% 21%
Tracking Performance 1.32% 10% 2% 6% 5%
Error Estimation 1.32% 3% 7% 14% 39%
A Class Of Nonlinear 1.37% 1% 1% 4% 25%
Cost Function 1.42% 15% 6% 8% 2%
Low Cost 1.42% 24% 27% 12% 43%
Lyapunov Function 1.44% 0% 1% 4% 33%
Mathematical Model 1.44% 28% 4% 13% 16%
Data Driven 1.44% 7% 25% 31% 6%
Each Agent 1.46% 31% 12% 1% 1%
Differential Equations 1.48% 2% 21% 21% 21%

Council on Electronic Design Automation

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Model Checking 1.66% 0% 15% 64% 144%
Ultra Low 1.66% 14% 11% 47% 19%
Gate Level 1.66% 66% 4% 84% 35%
Cyber Physical 1.66% 55% 11% 9% 3%
Multi Core 1.66% 8% 12% 39% 28%
Analog Circuits 1.66% 10% 46% 1% 50%
Field Programmable 1.66% 19% 175% 28% 3%
Analog Mixed Signal 1.76% 0% 3% 14% 72%
Power Management 1.76% 21% 13% 2% 9%
High Quality 1.76% 6% 16% 38% 59%
High Speed 1.76% 13% 18% 61% 31%
Integrated Systems 1.76% 0% 210% 158% 15%
Orders Of Magnitude 1.76% 84% 1% 14% 10%
Many Core 1.76% 13% 8% 32% 9%
Speed Up 1.76% 12% 48% 7% 17%
Energy Savings 1.86% 30% 15% 68% 211%
Real World 1.86% 129% 42% 34% 118%
Soft Errors 1.95% 61% 16% 46% 21%
General Purpose 1.95% 5% 29% 31% 15%
Area Power 1.95% 20% 7% 9% 31%

Council on RFID

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Multipath Propagation 2.59% N/A N/A N/A N/A
Ultra Wideband Uwb 2.59% N/A N/A N/A 15%
Multi Path 2.59% N/A N/A N/A N/A
Ultra Low 2.59% N/A N/A N/A 15%
Magnetic Coupling 2.59% N/A N/A N/A N/A
Fully Integrated 2.59% N/A N/A N/A N/A
Class1 Gen2 2.59% N/A N/A N/A N/A
Centimeter Accuracy 2.59% N/A N/A N/A N/A
Backscatter Communication 2.59% N/A N/A N/A 15%
Energy Harvesting 2.59% N/A N/A N/A 57%
Read Range 2.59% N/A N/A N/A 72%
Wirelessly Powered 3.45% N/A N/A N/A N/A
Power Budget 3.45% N/A N/A N/A N/A
Chipless Rfid 3.45% N/A N/A N/A N/A
Epc Gen2 3.45% N/A N/A N/A 14%
Sampling Rate 3.45% N/A N/A N/A N/A
Free Space 3.45% N/A N/A N/A 14%
Sdr Platform 3.45% N/A N/A N/A N/A
Temperature Sensor 3.45% N/A N/A N/A N/A
Real World 3.45% N/A N/A N/A N/A

Council on Superconductivity

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Rare Earth 2.38% 45% 71% 284% 38%
Mm Diameter 2.38% 29% 8% 12% 18%
The High-Luminosity Large Hadron Collider (HL-LHC) 0.17% N/A N/A N/A 21%
Accelerator Magnets 2.38% 27% 23% 42% 83%
Dipole Magnets 2.38% 49% 51% 284% 38%
Conceptual Design 2.38% 64% 187% 39% 74%
High Power 2.38% 98% 14% 34% 21%
Design And Analysis 2.38% 1% 73% 204% 74%
Quadrupole Magnets 2.55% 49% 51% 188% 97%
Coil Winding 2.55% 46% 57% 252% 61%
At Cern 2.55% 31% 71% 316% 36%
Heat Treatment 2.72% 22% 210% 36% 5%
Cool Down 2.72% 17% 75% 44% 319%
Turn To Turn 2.72% 18% 302% 84% 439%
Magnetic Storage 2.72% 20% 23% 14% 40%
Measured At 2.72% 15% 15% 44% 80%
Liquid Helium 2.89% 31% 4% 2% 25%
Conduction Cooled 2.89% 21% 8% 12% 15%
Hts Tapes 2.89% 53% 56% 64% 2%
Current Distribution 2.89% 41% 60% 65% 29%

Dielectrics and Electrical Insulation Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Dielectric Constant 1.3% 3% 32% 45% 102%
Electron Microscopy 1.3% 28% 13% 0% 33%
Condition Monitoring 1.3% 41% 80% 9% 27%
Cost Effective 1.3% 8% 28% 31% 30%
High Accuracy 1.3% 1% 18% 41% 11%
Silicone Rubber 1.38% 9% 28% 7% 11%
Measurement System 1.44% 35% 62% 3% 2%
Scanning Electron 1.46% 32% 26% 25% 25%
Gas Insulated 1.52% 29% 52% 11% 27%
Impulse Voltage 1.55% 20% 1% 23% 59%
Epoxy Resin 1.58% 38% 65% 24% 1%
Signal Processing 1.58% 6% 42% 14% 74%
Electrical Insulation 1.66% 8% 38% 33% 30%
Energy Consumption 1.75% 42% 77% 24% 27%
High Resolution 1.8% 12% 21% 28% 26%
Field Distribution 1.8% 1% 8% 7% 10%
High Power 1.8% 108% 56% 83% 26%
X Ray 1.97% 33% 21% 6% 18%
High Sensitivity 2.03% 15% 50% 24% 39%
2D 0.39% 4% 34% 46% 42%

Education Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Educational Institutions 1.33% 109% 55% 141% 30%
Student Motivation 1.33% 39% 62% 14% 62%
Primary School 1.33% 7% 50% 47% 144%
Collaborative Learning 1.33% 0% 0% 35% 30%
Qualitative Data 1.33% 117% 15% 20% 109%
Educational Data 1.33% 39% 8% 215% 33%
Mathematics Stem 1.33% 86% 4% 27% 27%
Student Engagement 1.44% 48% 272% 25% 6%
Statistically Significant 1.44% 7% 82% 36% 217%
Software Development 1.44% 51% 6% 21% 12%
Low Cost 1.44% 56% 86% 5% 17%
Internet Of Things 1.44% 39% 35% 221% 13%
Point Of View 1.44% 24% 35% 8% 32%
Student Outcomes 1.55% 24% 163% 50% 0%
Remote Laboratory 1.55% 44% 23% 11% 50%
User Interface 1.55% 7% 45% 43% 89%
Knowledge Skills 1.55% 12% 55% 72% 14%
Integrated Into 1.55% 6% 112% 40% 55%
Open Ended 1.66% 24% 51% 37% 2%
Augmented Reality 1.66% 73% 12% 17% 41%

Electromagnetic Compatibility Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Electromagnetic Compatibility 1.28% 29% 14% 4% 45%
Spatial Resolution 1.28% 86% 60% 28% 214%
Energy Harvesting 1.28% 24% 15% 3% 35%
Common Mode 1.3% 24% 22% 23% 15%
Fourier Transform 1.32% 65% 2% 18% 50%
Fiber Grating 1.32% 28% 18% 60% 7%
High Efficiency 1.32% 27% 44% 36% 15%
Large Number 1.35% 29% 5% 10% 42%
Element Method 1.35% 118% 17% 36% 53%
Refractive Index 1.37% 6% 30% 57% 17%
X Ray 1.37% 1% 19% 7% 19%
Tex Formula 1.42% N/A N/A 154% 16%
Tex Math Notation 1.42% N/A N/A 241% 13%
Bragg Fiber 1.42% 43% 6% 80% 12%
Tex Math 1.42% N/A N/A 144% 13%
Full Wave 1.49% 23% 27% 2% 14%
Dynamic Range 1.53% 4% 25% 67% 26%
Room Temperature 1.53% 27% 44% 39% 39%
Response Time 1.56% 32% 7% 19% 33%
Cost Effective 1.58% 10% 25% 72% 21%

Electronics Packaging Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Photovoltaic (PV) 1.42% 49% 35% 45% 29%
Community Members 1.42% N/A N/A 166% 7%
Geographic Location 1.42% N/A N/A 142% 7%
Collaboration Tools 1.42% N/A N/A 166% 7%
Professional Identity 1.42% N/A N/A 166% 7%
Noise Ratio 1.42% 28% 152% 51% 33%
Mutual Learning 1.42% N/A N/A 166% 7%
Mutual Interests 1.42% N/A N/A 166% 7%
Networking Tools 1.42% N/A N/A 166% 7%
Actively Learning 1.42% N/A N/A 166% 7%
Groups Focused Around Mutual Interests Actively 1.42% N/A N/A 166% 7%
Location Technical 1.42% N/A N/A 166% 7%
Technical Interests Or Career Pursuits 1.42% N/A N/A 166% 7%
Cost Effective 1.45% 8% 20% 19% 18%
Optical Fiber 1.45% 138% 32% 17% 26%
Open Circuit 1.49% 21% 41% 30% 2%
Field Effect 1.49% 23% 0% 51% 71%
High Quality 1.49% 43% 17% 17% 5%
Design Fabrication 1.49% 52% 3% 34% 18%
High Density 1.52% 1% 20% 20% 23%

Electron Devices Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Algan Gan 1.17% 78% 22% 13% 20%
Gate Dielectric 1.19% 22% 12% 9% 1%
Random Memory 1.19% 24% 17% 30% 4%
Memory Access 1.2% 27% 13% 31% 1%
Silicon Insulator 1.23% 21% 2% 33% 17%
Vapor Deposition 1.24% 10% 25% 14% 8%
Low Frequency 1.25% 5% 28% 19% 3%
Critical Current 1.28% 23% 70% 369% 60%
Analytical Model 1.28% 0% 9% 38% 18%
Chemical Vapor 1.32% 1% 21% 14% 7%
Random Access 1.35% 26% 9% 29% 7%
Sensor Networks 1.35% 298% 53% 73% 128%
Fabrication Process 1.39% 21% 6% 6% 8%
Conversion Efficiency 1.4% 46% 26% 32% 8%
High Field 1.42% 2% 32% 102% 44%
Integrated Circuits 1.5% 66% 0% 5% 10%
Fill Factor 1.52% 53% 43% 26% 59%
Electron Mobility 1.55% 27% 11% 17% 1%
High Resolution 1.55% 10% 4% 4% 41%
Wireless Sensor 1.67% 52% 108% 27% 146%

Engineering in Medicine and Biology Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Principal Component 1.09% 9% 5% 12% 31%
Detection Method 1.09% 8% 25% 1% 48%
Root Mean 1.09% 30% 17% 26% 4%
Mean Square 1.11% 35% 22% 17% 9%
Virtual Reality 1.13% 57% 152% 51% 221%
Electroencephalogram Eeg 1.14% 27% 4% 8% 56%
Data Acquisition 1.18% 10% 3% 43% 28%
Deep Network 1.18% 43% 404% 94% 81%
Efficient Energy 1.18% 108% 15% 17% 2%
Computed Tomography 1.22% 8% 34% 12% 37%
Thin Film 1.24% 29% 42% 17% 20%
High Frequency 1.3% 16% 6% 6% 9%
Large Number 1.32% 38% 3% 4% 16%
Eeg Signals 1.34% 40% 30% 17% 31%
High Quality 1.34% 15% 12% 12% 4%
Cross Validation 1.39% 11% 8% 36% 4%
Brain Interface 1.45% 52% 52% 45% 82%
Mean Error 1.49% 39% 24% 19% 6%
High Sensitivity 1.51% 11% 7% 21% 14%
Finite Element 1.53% 7% 17% 24% 23%

Geoscience and Remote Sensing Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Detection Method 1.45% 19% 6% 1% 23%
Multi Temporal 1.49% 41% 146% 63% 84%
Cross Section 1.49% 1% 66% 29% 14%
Climate Change 1.53% 9% 25% 29% 32%
Moderate Resolution Imaging 1.53% 7% 34% 32% 37%
Terrasar X 1.55% 8% 5% 35% 5%
Radiative Transfer 1.59% 8% 8% 20% 2%
Low Cost 1.59% 25% 20% 34% 9%
2D 1.18% 28% 36% 100% 27%
Vegetation Index 1.61% 55% 33% 20% 2%
Wind Speed 1.65% 17% 52% 10% 35%
Vector Machine 1.65% 47% 25% 49% 26%
Overall Accuracy 1.65% 23% 10% 31% 31%
Earth S 1.69% 29% 50% 27% 31%
Data Based 1.73% 9% 17% 21% 9%
Ground Penetrating 1.75% 608% 74% 21% 29%
Active Passive 1.78% 8% 23% 50% 32%
Penetrating Radar 1.78% 648% 75% 28% 23%
High Accuracy 1.78% 19% 12% 3% 0%
Microwave Radiometer 1.9% 25% 9% 40% 81%

Industrial Electronics Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Mathematical Model 1.35% 9% 0% 14% 13%
Energy Efficiency 1.36% 26% 3% 12% 12%
Distributed Generation 1.37% 10% 0% 34% 31%
Proposed Control Strategy 1.39% 39% 6% 13% 69%
Fault Detection 1.4% 15% 6% 7% 16%
Cost Effective 1.4% 24% 16% 12% 41%
Three Level 1.43% 16% 10% 32% 62%
Induction Motor 1.48% 2% 24% 7% 30%
Achieve High 1.48% 17% 32% 65% 54%
Cyber Physical 1.51% 11% 72% 3% 24%
Magnetic Field 1.54% 12% 36% 74% 26%
Model Predictive Control 1.55% 19% 20% 21% 23%
High Accuracy 1.6% 7% 8% 49% 7%
3D 0.79% 19% 21% 7% 55%
Power Quality 1.62% 3% 5% 21% 46%
Smart Grid 1.69% 11% 20% 27% 24%
Pulse Modulation 1.71% 20% 21% 49% 33%
Power Density 1.72% 32% 12% 11% 106%
Large Scale 1.78% 8% 28% 25% 36%
Pulse Width 1.8% 20% 22% 47% 25%

Industry Applications Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Harmonic Distortion 1.48% 28% 10% 37% 31%
Reluctance Motor 1.49% 17% 28% 4% 43%
Mathematical Model 1.54% 46% 28% 7% 5%
Theoretical Analysis 1.56% 22% 2% 34% 11%
High Density 1.58% 19% 26% 6% 9%
Energy Efficiency 1.59% 15% 20% 6% 8%
DC Link 1.63% 44% 14% 1% 46%
Energy Storage System 1.63% 8% 2% 11% 9%
Operating Conditions 1.66% 21% 1% 4% 10%
Current Control 1.71% 17% 6% 24% 24%
Transfer Power 1.71% 25% 15% 3% 2%
Air Gap 1.73% 14% 20% 25% 63%
Wind Power 1.73% 30% 11% 6% 33%
3D 1.76% 56% 31% 19% 68%
Smart Grid 1.76% 21% 13% 8% 38%
Renewable Sources 1.86% 11% 13% 17% 26%
Motor Drive 1.9% 6% 29% 45% 22%
Sensor Networks 1.91% 23% 8% 8% 10%
Distribution System 1.93% 13% 25% 9% 28%
Wireless Sensor 1.98% 14% 9% 2% 3%

Information Theory Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Number Of Users 1.83% 25% 8% 12% 10%
Optimal Rate 1.83% 5% 21% 5% 4%
An Information Theoretic 1.83% 6% 4% 2% 43%
Error Correcting 1.89% 42% 7% 1% 2%
Rate Distortion 1.89% 13% 31% 32% 22%
Correcting Codes 1.89% 68% 9% 12% 23%
Low Density Parity Check Codes 1.89% 46% 30% 81% 11%
Necessary And Sufficient 1.89% 2% 26% 13% 9%
Hypothesis Testing 1.94% 36% 2% 29% 176%
Binary Codes 1.94% 2% 8% 5% 38%
Fundamental Limits 1.99% 6% 33% 35% 84%
Storage Systems 1.99% 15% 7% 25% 64%
Identically Distributed 1.99% 109% 61% 65% 42%
Random Coding 1.99% 49% 11% 10% 20%
Additive White Gaussian 2.05% 18% 11% 18% 23%
Mean Error 2.05% 18% 1% 13% 28%
Encoding Decoding 2.1% 28% 18% 26% 153%
Compressed Sensing 2.1% 21% 15% 53% 18%
Code Length 2.21% 31% 30% 17% 92%
Interference Channel 2.21% 16% 7% 34% 8%

Instrumentation and Measurement Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Photovoltaic (PV) 1.13% 39% 4% 36% 0%
Spatial Resolution 1.13% 29% 1% 7% 95%
Digital Signal 1.13% 26% 13% 13% 43%
Theoretical Analysis 1.13% 9% 53% 31% 1%
Dynamic Range 1.19% 103% 44% 15% 46%
Fiber Grating 1.26% 16% 8% 48% 1%
Tex Math Notation 1.26% N/A N/A 461% 15%
Tex Math 1.26% N/A N/A 318% 16%
Tex Formula 1.28% N/A N/A 331% 17%
X Ray 1.28% 25% 27% 38% 10%
Fourier Transform 1.3% 21% 46% 19% 50%
Amplitude Modulation 1.3% 22% 28% 21% 33%
Bragg Fiber 1.39% 21% 8% 44% 2%
Power System 1.39% 2% 7% 9% 52%
Real World 1.47% 43% 11% 7% 8%
Measurement System 1.58% 11% 21% 8% 6%
Element Method 1.58% 5% 36% 125% 15%
High Efficiency 1.6% 13% 38% 30% 4%
Frequency Radio 1.6% 5% 28% 27% 43%
High Field 1.63% 31% 59% 283% 27%

Intelligent Transportation Systems Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Surrounding Vehicles 1.48% 67% 425% 55% 33%
Spatial Temporal 1.48% 51% 15% 44% 19%
Feature Extraction 1.48% 30% 4% 9% 127%
Advanced Driver Assistance Systems Adas 1.48% 25% 26% 62% 127%
Social Media 1.48% 65% 20% 3% 33%
Trajectory Planning 1.61% 127% 43% 3% 55%
Radio Frequency 1.61% 18% 30% 219% 253%
Vehicular Ad Hoc 1.61% 9% 24% 3% 46%
Improve Efficiency 1.61% 73% 20% 9% 55%
Travel Time 1.75% 10% 4% 19% 33%
Vehicle To Vehicle 1.75% 4% 31% 20% 7%
Collision Avoidance 1.88% 35% 66% 24% 15%
Data Driven 1.88% 18% 122% 6% 31%
Ad Hoc 1.88% 11% 24% 4% 31%
Self Driving 1.88% 889% 56% 64% 221%
Naturalistic Driving 2.02% 120% 1% 9% 72%
Convolutional Neural Network Cnn 2.02% N/A N/A 82% 673%
Cooperative Control 2.02% 38% 52% 5% 106%
Vector Machine 2.02% 26% 13% 30% 55%
Urban Environments 2.15% 21% 10% 7% 22%

Magnetics Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Dynamic Range 1.07% 102% 63% 64% 17%
Magnetic Anisotropy 1.11% N/A 1515% 98% 1651%
Achieve High 1.11% 26% 11% 81% 9%
Fill Factor 1.11% 13% 8% 8% 35%
Coated Conductors 1.14% 5% 90% 812% 52%
Hts Coil 1.14% 23% 75% 392% 12%
Field Coils 1.18% 21% 67% 244% 13%
Response Time 1.18% 82% 40% 21% 28%
Such Devices 1.18% 25% 128% 30% 38%
High Quality 1.21% 49% 6% 12% 23%
Power System 1.28% 31% 13% 25% 14%
Photovoltaic (PV) 1.38% 48% 18% 9% 12%
Optical Fiber 1.38% 125% 60% 41% 7%
Field Effect 1.38% 12% 30% 26% 46%
Noise Ratio 1.38% 30% 76% 32% 18%
Frequency Radio 1.38% 12% 1% 37% 22%
Cost Effective 1.42% 9% 6% 54% 12%
High Accuracy 1.49% 9% 39% 61% 0%
Spin Torque 1.59% 401% 406% 98% 2416%
Open Circuit 1.63% 16% 1% 2% 1%

Microwave Theory and Techniques Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Theoretical Analysis 1.3% 16% 33% 23% 14%
Band Dual 1.32% 20% 6% 15% 25%
Db Gain 1.34% 19% 13% 13% 34%
System Performance 1.34% 81% 8% 46% 88%
Bandpass Filter 1.36% 6% 7% 15% 9%
Cmos Process 1.36% 9% 21% 17% 3%
Dynamic Range 1.37% 36% 19% 1% 9%
Cost Effective 1.38% 9% 9% 9% 17%
Phase Noise 1.38% 4% 11% 41% 3%
Amplitude Modulation 1.5% 19% 59% 2% 20%
Thin Film 1.5% 6% 30% 9% 6%
Db Bandwidth 1.53% 7% 9% 13% 11%
Phase Shift 1.54% 15% 6% 28% 44%
Refractive Index 1.63% 14% 1% 3% 7%
High Sensitivity 1.66% 26% 34% 10% 11%
Solar Cells 1.7% 10% 4% 30% 3%
Designed And Fabricated 1.74% 2% 10% 7% 5%
Nm Cmos 1.76% 5% 3% 19% 7%
Sensor Networks 1.79% 8% 5% 4% 2%
Element Method 1.8% 14% 15% 98% 9%

Nanotechnology Council

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Fourier Transform 1.58% 188% 43% 144% 11%
Community Members 1.58% N/A N/A 171% 29%
Geographic Location 1.58% N/A N/A 171% 29%
Fabrication Process 1.58% 22% 24% 54% 28%
Collaboration Tools 1.58% N/A N/A 171% 29%
Professional Identity 1.58% N/A N/A 171% 29%
Harvesting Energy 1.58% 53% 229% 42% 123%
High Quality 1.58% 16% 24% 34% 21%
Mutual Learning 1.58% N/A N/A 171% 29%
Mutual Interests 1.58% N/A N/A 171% 29%
Networking Tools 1.58% N/A N/A 171% 29%
Raman Spectroscopy 1.65% 28% 50% 37% 133%
Silicon Si 1.65% 27% 46% 5% 35%
Metal Semiconductor 1.65% 44% 30% 133% 27%
Publication Information 1.65% N/A N/A 523% 3%
3 Dimensional 1.65% 10% 31% 99% 114%
Graphene Oxide 1.73% 10% 73% 20% 49%
Cost Effective 1.73% 75% 10% 53% 34%
X Ray Diffraction 1.73% 37% 4% 31% 29%
High Resolution 1.8% 5% 19% 47% 10%

Nuclear and Plasma Sciences Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Bipolar Transistors 1.57% 102% 3% 24% 259%
Analog Digital 1.57% 56% 20% 23% 102%
Event Upset 1.64% 2% 88% 6% 41%
Discharge Plasma 1.71% 2% 56% 26% 18%
Barrier Discharge 1.71% 33% 63% 2% 41%
Repetition Rate 1.79% 87% 189% 4% 145%
Pulse Generator 1.79% 80% 29% 33% 206%
Image Quality 1.79% 6% 6% 20% 54%
Transfer Energy 1.79% 40% 5% 34% 116%
Wide Range 1.86% 22% 15% 1% 13%
At Low 1.86% 32% 1% 4% 25%
Atmospheric Pressure 1.93% 7% 4% 0% 43%
Pulse Forming 1.93% 10% 69% 45% 892%
Element Method 1.93% 88% 31% 40% 467%
Radio Frequency 2% 37% 27% 8% 65%
Output Voltage 2% 49% 23% 12% 243%
Low Dose 2.07% 10% 13% 2% 78%
Monte Carlo 2.21% 18% 2% 8% 59%
Electromagnetic Launch 2.29% 428% 100% N/A N/A
Energy Density 2.29% 3% 32% 11% 88%

Oceanic Engineering Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Deep Sea 1.08% 30% 17% 17% 24%
Pressure Sensor 1.12% 7% 13% 19% 35%
Network Lifetime 1.12% 96% 8% 42% 59%
Performance Evaluation 1.12% 235% 17% 1% 0%
Smart Grid 1.12% 2% 53% 32% 170%
System Performance 1.12% 14% 5% 48% 59%
Synthetic Aperture 1.17% 1% 43% 40% 48%
Data Acquisition 1.17% 36% 62% 35% 28%
Big Data 1.17% 180% 211% 65% 30%
Electrical Tomography 1.17% 7% 35% 33% 301%
Fiber Bragg Grating (FBG) 0.65% 110% 19% 111% 21%
Spatial Resolution 1.22% 105% 4% 20% 33%
Energy Harvesting 1.26% 29% 13% 20% 45%
Monitoring System 1.26% 44% 33% 2% 1%
Measurement System 1.26% 35% 39% 19% 1%
Acoustic Communication 1.31% 47% 10% 16% 17%
Mean Error 1.31% 103% 53% 171% 21%
Temperature Sensor 1.36% 43% 10% 15% 25%
High Speed 1.36% 42% 23% 28% 21%
Water Column 1.4% 28% 32% 31% 5%

Photonics Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Finite Element 1.31% 49% 1% 30% 42%
Internet Of Things 1.31% 51% 78% 6% 33%
Fourier Transform 1.34% 7% 32% 4% 64%
Optical Sensor 1.34% 60% 5% 1% 37%
Open Circuit 1.35% 88% 38% 37% 12%
Cavity Laser 1.37% 6% 22% 14% 36%
Fiber Lasers 1.4% 41% 32% 5% 141%
Wavelength Range 1.4% 0% 30% 21% 33%
Femtosecond Laser 1.42% 61% 1% 28% 46%
Integrated Photonic 1.42% 10% 7% 32% 4%
X Ray 1.42% 5% 3% 38% 8%
Spatial Resolution 1.43% 25% 23% 28% 86%
Peak Power 1.46% 36% 29% 7% 78%
Proposed And Demonstrated 1.46% 8% 6% 14% 23%
Optical Properties 1.47% 25% 5% 10% 8%
Energy Consumption 1.49% 47% 6% 2% 8%
Large Scale 1.49% 11% 33% 13% 4%
Continuous Wave 1.54% 37% 6% 1% 27%
2D 0.77% 36% 13% 51% 42%
3D 1.08% 22% 22% 7% 26%

Power & Energy Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Demand Response 1.33% 8% 9% 40% 15%
High Sensitivity 1.33% 20% 20% 3% 48%
Energy Storage Systems 1.33% 17% 38% 17% 17%
Two Stage 1.33% 35% 11% 9% 22%
Battery Storage 1.33% 32% 6% 10% 9%
Wind Turbine 1.39% 25% 31% 2% 9%
Cost Effective 1.44% 31% 18% 5% 23%
DC Link 1.46% 100% 17% 2% 54%
Operating Conditions 1.48% 15% 16% 4% 7%
Element Method 1.5% 1% 15% 92% 17%
Internet Of Things 1.52% 3% 106% 1% 57%
Power Quality 1.53% 78% 29% 17% 33%
Maximum Power 1.6% 41% 11% 3% 9%
High Field 1.65% 33% 63% 431% 20%
Theoretical Analysis 1.73% 76% 5% 7% 35%
3D 0.59% 59% 10% 1% 18%
Transfer Power 1.84% 104% 15% 13% 111%
Sensor Networks 1.88% 5% 15% 10% 8%
Energy Resources 1.89% 14% 10% 26% 5%
Power Control 1.9% 45% 18% 8% 9%

Power Electronics Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Resonant Converter 2.3% 12% 1% 49% 12%
Space Vector 2.3% 30% 27% 23% 12%
Dc Bus 2.3% 25% 14% 27% 12%
Current Density 2.3% 99% 5% 5% 94%
Model Predictive Control 2.3% 14% 11% 49% 15%
Short Circuit Current 2.39% 120% 5% 6% 66%
Permanent Synchronous 2.39% 62% 36% 30% 14%
Three Level 2.48% 17% 7% 32% 15%
Power Losses 2.57% 33% 35% 9% 61%
Half Bridge 2.67% 14% 14% 65% 21%
Duty Cycle 2.67% 1% 0% 25% 125%
Small Signal 2.67% 10% 10% 0% 15%
Fill Factor 2.67% 63% 11% 21% 116%
Electric Vehicles 2.76% 7% 7% 2% 35%
Wireless Power 2.76% 152% 13% 6% 41%
Current Ripple 2.85% 14% 23% 10% 58%
Renewable Energy 2.85% 18% 20% 4% 32%
Loop Control 2.85% 13% 3% 4% 29%
Reactive Power 2.94% 14% 16% 4% 21%
Power Quality 2.94% 13% 2% 16% 12%

Product Safety Engineering Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
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
Air Pollution 3.08% N/A N/A N/A N/A
Brain Activity 3.08% N/A N/A N/A N/A
Magnetic Resonance 3.08% 19% 100% N/A N/A
Urban Transportation 3.08% N/A N/A N/A 322%
Temporal Spatial 3.08% N/A N/A N/A 322%
Insider Threats 3.08% N/A N/A 100% N/A
Electric Shock 3.08% N/A 100% N/A N/A
Network Lifetime 3.08% N/A 1% 100% N/A
Cell Populations 3.08% N/A N/A N/A N/A
Social Network 3.08% 19% 248% 34% 111%
Mitosis Detection 3.08% N/A N/A N/A N/A
Stem Cell 3.08% N/A N/A N/A N/A
Energy Aware 3.08% 19% 297% 100% N/A
Social Media 3.08% 100% N/A 360% 5%
Network Traffic 3.08% 142% 50% 130% 41%
Cost Effective 3.08% 385% 67% 15% 322%
Constrained Devices 3.08% 60% 100% N/A N/A

Professional Communication Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Human Centered 1.92% N/A N/A N/A 25%
Text Mining 1.92% N/A N/A 100% N/A
Faculty Members 1.92% N/A N/A 100% N/A
Social Sciences 1.92% N/A 100% N/A N/A
Federal Government 1.92% N/A N/A N/A N/A
Stem Majors 1.92% N/A N/A N/A 25%
Chronic Illnesses 1.92% N/A N/A N/A N/A
Federally Funded 1.92% N/A N/A N/A 25%
Quality Assurance 1.92% N/A N/A N/A N/A
Forum Posts 1.92% N/A N/A N/A N/A
Senior Capstone 1.92% N/A N/A N/A N/A
Healthcare Providers 1.92% N/A N/A N/A 25%
Climate Change 1.92% N/A N/A N/A 25%
News Stories 1.92% N/A N/A N/A N/A
Health Insurance 1.92% N/A N/A N/A N/A
Lesson Plans 1.92% N/A N/A N/A N/A
Open Ended 1.92% 100% N/A N/A N/A
Patient Records 1.92% N/A N/A N/A N/A
Bar Charts 1.92% N/A N/A N/A N/A
Health Professionals 1.92% N/A N/A 100% N/A

Reliability Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Cyber Physical 1.07% 42% 21% 26% 177%
Reliability Analysis 1.07% 26% 95% 37% 8%
Health Management 1.09% 179% 120% 18% 19%
High Quality 1.12% 101% 12% 4% 26%
Achieve High 1.12% 1% 28% 109% 27%
Open Circuit 1.14% 230% 57% 5% 0%
Monte Carlo 1.14% 6% 77% 54% 12%
Vector Machine 1.14% 82% 66% 30% 154%
Large Number 1.14% 19% 48% 32% 12%
Cost Effective 1.16% 24% 7% 1% 7%
Noise Ratio 1.16% 6% 116% 30% 32%
Performance Evaluation 1.18% 68% 33% 19% 61%
Power System 1.18% 0% 22% 31% 2%
Fault Detection 1.25% 11% 12% 50% 57%
Field Effect 1.25% 7% 2% 36% 46%
System Reliability 1.25% 13% 61% 46% 30%
High Accuracy 1.29% 11% 12% 30% 1%
High Efficiency 1.29% 176% 71% 38% 12%
Monitoring Health 1.29% 48% 37% 6% 59%
Signal Processing 1.34% 0% 34% 4% 73%

Robotics and Automation Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Point Cloud 0.93% 25% 25% 8% 14%
Time Varying 0.93% 18% 16% 13% 19%
Human Body 0.94% 8% 9% 26% 7%
Cost Effective 0.94% 20% 23% 34% 28%
Controller Based 0.94% 25% 11% 6% 1%
Experiments Performed 0.94% 12% 4% 7% 1%
Large Number 0.96% 103% 13% 20% 22%
Reinforcement Learning 0.97% 30% 48% 17% 67%
Mathematical Model 0.97% 41% 3% 10% 1%
Computer Vision 0.97% 18% 69% 3% 24%
By Comparing 0.97% 22% 8% 7% 4%
Minimally Invasive 0.99% 1% 22% 46% 17%
Force Control 1% 8% 6% 17% 8%
High Sensitivity 1.03% 1% 7% 13% 24%
Dynamic Model 1.04% 11% 3% 0% 31%
Rgb D 1.04% 15% 17% 2% 9%
High Quality 1.12% 19% 16% 14% 20%
2D 1.7% 11% 8% 4% 7%
Model Predictive 1.18% 29% 20% 28% 24%
Optimal Control 1.19% 25% 10% 6% 25%

Sensors Council

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Smart Grid 1.24% 535% 78% 53% 174%
High Quality 1.24% 40% 159% 28% 10%
X Ray 1.24% 26% 30% 38% 22%
Fast Response 1.29% 27% 27% 13% 90%
Field Effect 1.29% 63% 7% 63% 9%
Sensor Design 1.29% 39% 46% 42% 43%
Measurement System 1.29% 29% 13% 40% 24%
Volatile Compounds 1.34% 82% 59% 43% 115%
Cmos Process 1.34% 5% 41% 26% 18%
Quality Factor 1.39% 66% 27% 20% 2%
Design Fabrication 1.39% 21% 14% 9% 2%
Electrical Tomography 1.44% 21% 62% 30% 154%
Inertial Measurement 1.49% 50% 1% 25% 5%
Spatial Resolution 1.54% 65% 74% 56% 127%
Metal Oxide 1.64% 44% 22% 2% 16%
Refractive Index 1.64% 6% 26% 9% 31%
Pressure Sensor 1.64% 9% 46% 50% 3%
Non Invasive 1.64% 16% 35% 71% 38%
Monitoring System 1.64% 8% 35% 48% 16%
Energy Harvesting 1.69% 6% 19% 2% 10%

Signal Processing Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Convex Optimization 1.27% 48% 26% 24% 16%
Synthetic And Real 1.27% 14% 44% 10% 2%
2D 2.04% 11% 4% 16% 6%
Multiple Access 1.3% 21% 24% 3% 5%
Performance Analysis 1.3% 14% 30% 6% 12%
Energy Harvesting 1.31% 50% 1% 24% 25%
Massive Mimo 1.34% 3168% 33% 41% 13%
Computational Cost 1.34% 9% 5% 14% 9%
Gaussian Model 1.34% 18% 3% 3% 25%
Consumption Energy 1.38% 24% 11% 9% 1%
Matrix Factorization 1.41% 50% 2% 20% 14%
Low Cost 1.42% 23% 24% 8% 7%
Recently Proposed 1.42% 0% 4% 5% 10%
Publicly Available 1.42% 26% 67% 10% 33%
Dictionary Learning 1.45% 18% 1% 12% 31%
Magnetic Resonance 1.45% 1% 32% 22% 39%
Sparse Representation 1.48% 10% 22% 13% 9%
Resource Allocation 1.5% 30% 16% 2% 16%
Cellular Networks 1.54% 79% 8% 8% 3%
Feature Extraction 1.54% 0% 10% 8% 25%

Social Implications of Technology Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Mixed Integer 1.3% 80% 415% 58% 63%
Healthcare Services 1.3% N/A N/A 19% 197%
Artificial Intelligence 1.3% N/A 79% 256% 98%
Remote Areas 1.3% 20% 57% 100% N/A
Rural Electrification 1.51% N/A 79% 100% N/A
Disaster Management 1.51% N/A N/A 137% 247%
Public Health 1.51% 100% N/A 21% 247%
Economic Development 1.51% N/A 72% 48% 39%
Socio Economic 1.51% N/A 286% 34% 39%
Distributed Generation 1.51% 30% 64% 116% 65%
Health Care 1.51% 100% N/A 4% 1%
Wind Farms 1.51% 28% 19% 54% 68%
Solar Powered 1.51% N/A 57% 100% N/A
Neural Network 1.51% 47% 46% 5% 73%
Big Data 1.51% N/A 14% 78% 131%
High Accuracy 1.51% 20% 100% N/A 247%
Real World 1.51% 100% 14% 19% 31%
Distribution Network 1.51% 60% 57% 217% 57%
Energy Systems 1.51% 11% 57% 98% 77%
Developing World 1.51% N/A N/A 29% 131%

Solid-State Circuits Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Community Members 1.28% N/A N/A 312% 30%
Geographic Location 1.28% N/A N/A 282% 30%
Collaboration Tools 1.28% N/A N/A 312% 30%
High Density 1.28% 6% 36% 37% 24%
Professional Identity 1.28% N/A N/A 312% 30%
Switched Capacitor 1.31% 69% 165% 23% 31%
Open Circuit 1.31% 30% 4% 15% 17%
Cost Effective 1.34% 22% 8% 33% 1%
Power Area 1.34% 2% 28% 46% 63%
Conversion Efficiency 1.37% 1% 32% 20% 33%
Room Temperature 1.37% 19% 35% 39% 4%
Magnetic Field 1.4% 75% 48% 64% 9%
Sscs Chapter 1.43% 63% 7% 679% 23%
Finite Element 1.43% 45% 28% 16% 43%
High Quality 1.43% 49% 3% 10% 11%
Sar Adc 1.46% 17% 15% 30% 86%
High Accuracy 1.46% 19% 8% 31% 9%
Energy Harvesting 1.5% 23% 16% 5% 4%
Achieve High 1.53% 31% 31% 22% 25%
Field Programmable 1.56% 30% 222% 8% 18%

Systems, Man, and Cybernetics Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Theoretical Analysis 0.94% 10% 75% 15% 9%
Strategy Based 0.94% 23% 7% 23% 91%
Solve Problems 0.95% 10% 24% 27% 22%
Management System 0.95% 21% 6% 9% 27%
By Comparing 0.95% 26% 2% 35% 27%
Compared With Traditional 0.97% 8% 24% 0% 187%
Wireless Sensor 0.98% 11% 31% 32% 31%
Photovoltaic (PV) 1% 43% 5% 8% 39%
Classification Accuracy 1.01% 5% 10% 52% 5%
High Quality 1.01% 16% 21% 16% 4%
Computer Vision 1.01% 3% 5% 12% 27%
Lyapunov Function 1.03% 3% 31% 81% 98%
Cloud Computing 1.03% 24% 8% 54% 14%
Control Design 1.04% 11% 3% 69% 10%
Renewable Energy 1.06% 0% 34% 21% 138%
Agent Based 1.07% 11% 8% 25% 0%
Fuzzy Control 1.13% 30% 31% 14% 32%
Result Shows 1.13% 10% 36% 18% 54%
Fault Diagnosis 1.15% 50% 67% 7% 159%
High Speed 1.15% 15% 13% 9% 34%

Systems Council

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Unmanned Vehicles 1.52% 58% 100% N/A 10%
Virtual Environment 1.52% N/A 13% 46% 563%
Functional Requirements 1.52% 44% 44% 46% 563%
Multi Core 1.52% 15% 126% 46% 231%
Networked Control 1.52% 69% 100% N/A 33%
Networked Systems 1.52% 15% 100% N/A 563%
Deep Learning 1.52% N/A N/A 192% 231%
Event Driven 1.52% N/A 50% 375% 49%
Software Hardware 1.52% 97% 84% 338% 121%
Constrained Devices 1.52% 58% 100% N/A N/A
Energy Harvesting 1.52% N/A N/A N/A 563%
Software Development 1.52% 86% 126% 192% 66%
Data Flow 1.52% 111% 32% 46% 121%
Wide Range 1.52% 1% 110% 12% 34%
Worst Case 1.52% 27% 25% 27% 563%
High Power 1.52% 100% N/A 27% 231%
Schedulability Analysis 1.52% N/A N/A N/A N/A
Department Of Defense 1.52% 72% 100% N/A 66%
Unmanned Aerial 1.82% 15% 100% N/A 14%
Modeling Language 1.82% 40% 55% 411% 14%

Technology and Engineering Management Society (TEMS)

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Life Cycle 1.4% N/A N/A N/A 24%
Economic Growth 1.4% N/A N/A N/A N/A
Manufacturing Industry 1.4% N/A N/A N/A N/A
H2020 Project 1.4% N/A N/A N/A N/A
Social Media 1.4% N/A N/A 15% 24%
Funded Project 1.4% N/A N/A N/A N/A
Intelligent Systems 1.4% N/A N/A N/A N/A
Strategic Management 1.4% N/A N/A N/A N/A
Digital Transformation 1.4% N/A N/A N/A N/A
Collaborative Cloud 1.4% N/A N/A N/A N/A
Exploratory Study 1.4% N/A N/A N/A N/A
Cloud Networks 1.4% N/A N/A N/A N/A
Small And Medium Enterprises 1.4% N/A N/A N/A 24%
Co Creation 1.4% N/A N/A N/A N/A
Large Number 1.4% N/A N/A N/A N/A
Information And Communication 1.4% N/A N/A N/A 24%
Insights Into 1.4% N/A N/A N/A N/A
Top Down 1.4% N/A N/A N/A N/A
New Technologies 1.4% N/A N/A N/A 24%
Much More 1.4% N/A N/A 100% N/A

Ultrasonics, Ferroelectrics and Frequency Control Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Single Junction 1.35% 145% 25% 6% 58%
Element Method 1.38% 12% 14% 59% 50%
Magnetic Resonance 1.39% 21% 31% 18% 8%
Fourier Transform 1.41% 146% 1% 9% 65%
Buffer Layer 1.42% 7% 73% 115% 22%
Mode Fiber 1.44% 11% 17% 25% 3%
Consumption Power 1.44% 6% 8% 21% 8%
Carrier Lifetime 1.49% 39% 57% 90% 13%
Cost Effective 1.51% 19% 27% 11% 23%
Frequency Radio 1.52% 11% 1% 40% 41%
Perovskite Cells 1.54% N/A 355% 163% 189%
Surface Passivation 1.61% 58% 437% 52% 75%
Series Resistance 1.62% 90% 45% 20% 110%
Refractive Index 1.64% 13% 12% 12% 5%
Maximum Power 1.64% 30% 3% 16% 34%
External Quantum Efficiency 1.65% 37% 20% 24% 202%
Signal Processing 1.7% 18% 29% 31% 27%
Sensor Networks 1.71% 8% 14% 19% 3%
Spatial Resolution 1.8% 78% 21% 26% 45%
High Speed 1.8% 24% 33% 10% 24%

Vehicular Technology Society

Keywords Ratio 2013-2014 2014-2015 2015-2016 2016-2017
Performance Evaluation 1.8% 13% 13% 8% 3%
Extensive Simulations 1.82% 4% 3% 20% 3%
Line Of Sight 1.82% 4% 7% 27% 7%
Radio Access 1.93% 83% 32% 32% 31%
Tradeoff Between 1.95% 16% 13% 16% 20%
Real World 1.98% 33% 10% 6% 16%
Full Duplex 2% 17% 157% 9% 7%
Mean Square 2% 39% 13% 13% 35%
Fading Channels 2.05% 22% 28% 14% 19%
Number Of Antennas 2.08% 30% 18% 9% 10%
5g Networks 2.13% 460% 253% 2% 29%
Wide Range 2.13% 27% 6% 36% 4%
Large Number 2.16% 24% 9% 17% 3%
Mean Error 2.16% 24% 14% 17% 32%
Theoretical Analysis 2.18% 25% 5% 3% 8%
Physical Layer 2.23% 25% 78% 6% 5%
Optimal Solution 2.23% 21% 14% 6% 24%
Signal Interference 2.23% 11% 4% 5% 8%
Division Multiplexing 2.29% 13% 20% 5% 18%
Millimeter Wave 2.36% 171% 83% 24% 18%
IEEE Society Hot Keywords Similarity

Chart description

The IEEE Society Similarity table measures the similarity in hot keywords of two Society. As shown in the list: "IEEE Power & Energy Society, IEEE Industrial Electronics Society, 115", which shows that there are 115 same wrods out of the 200 hot keywords of the PES and IDS. The result also indirectly shows that the two Societies are more relevant in the research field.

If you have any comments, suggestions, or corrections to make, please feel free to contact us at acemap@cs.sjtu.edu.cn!

Society 1st similarity society 1st count 2nd similarity society 2nd count
IEEE_Power_&_Energy_Society IEEE_Industrial_Electronics_Society 115 IEEE_Industry_Applications_Society 108
IEEE_Communications_Society IEEE_Vehicular_Technology_Society 136 IEEE_Signal_Processing_Society 77
IEEE_Aerospace_and_Electronic_Systems_Society IEEE_Instrumentation_and_Measurement_Society 137 IEEE_Ultrasonics,_Ferroelectrics_and_Frequency_Control_Society 109
IEEE_Antennas_and_Propagation_Society IEEE_Microwave_Theory_and_Techniques_Society 84 IEEE_Electromagnetic_Compatibility_Society 73
IEEE_Intelligent_Transportation_Systems_Society IEEE_Computational_Intelligence_Society 45 IEEE_Signal_Processing_Society 40
IEEE_Electronics_Packaging_Society IEEE_Magnetics_Society 163 IEEE_Instrumentation_and_Measurement_Society 134
IEEE_Electromagnetic_Compatibility_Society IEEE_Broadcast_Technology_Society 147 IEEE_Sensors_Council 137
IEEE_Sensors_Council IEEE_Broadcast_Technology_Society 162 IEEE_Electromagnetic_Compatibility_Society 137
IEEE_Computer_Society IEEE_Signal_Processing_Society 77 IEEE_Computational_Intelligence_Society 76
IEEE_Consumer_Electronics_Society IEEE_Broadcast_Technology_Society 134 IEEE_Electromagnetic_Compatibility_Society 125
IEEE_Industry_Applications_Society IEEE_Industrial_Electronics_Society 115 IEEE_Power_&_Energy_Society 108
IEEE_Council_on_Electronic_Design_Automation IEEE_Circuits_and_Systems_Society 88 IEEE_Computer_Society 58
IEEE_Circuits_and_Systems_Society IEEE_Solid-State_Circuits_Society 122 IEEE_Instrumentation_and_Measurement_Society 89
IEEE_Product_Safety_Engineering_Society IEEE_Systems_Council 44 IEEE_Computational_Intelligence_Society 25
IEEE_Dielectrics_and_Electrical_Insulation_Society IEEE_Electronics_Packaging_Society 112 IEEE_Magnetics_Society 111
IEEE_Education_Society IEEE_Computer_Society 27 IEEE_Technology_and_Engineering_Management_Society_(TEMS) 24
IEEE_Council_on_RFID IEEE_Social_Implications_of_Technology_Society 36 IEEE_Antennas_and_Propagation_Society 26
IEEE_Electron_Devices_Society IEEE_Electronics_Packaging_Society 104 IEEE_Magnetics_Society 99
IEEE_Broadcast_Technology_Society IEEE_Sensors_Council 162 IEEE_Electromagnetic_Compatibility_Society 147
IEEE_Engineering_in_Medicine_and_Biology_Society IEEE_Electromagnetic_Compatibility_Society 103 IEEE_Consumer_Electronics_Society 100
IEEE_Geoscience_and_Remote_Sensing_Society IEEE_Antennas_and_Propagation_Society 53 IEEE_Engineering_in_Medicine_and_Biology_Society 52
IEEE_Industrial_Electronics_Society IEEE_Power_&_Energy_Society 115 IEEE_Industry_Applications_Society 115
IEEE_Control_Systems_Society IEEE_Systems,_Man,_and_Cybernetics_Society 88 IEEE_Robotics_and_Automation_Society 64
IEEE_Oceanic_Engineering_Society IEEE_Broadcast_Technology_Society 140 IEEE_Sensors_Council 130
IEEE_Information_Theory_Society IEEE_Communications_Society 55 IEEE_Vehicular_Technology_Society 46
IEEE_Biometrics_Council IEEE_Computer_Society 37 IEEE_Signal_Processing_Society 36
IEEE_Magnetics_Society IEEE_Electronics_Packaging_Society 163 IEEE_Instrumentation_and_Measurement_Society 132
IEEE_Microwave_Theory_and_Techniques_Society IEEE_Instrumentation_and_Measurement_Society 123 IEEE_Photonics_Society 105
IEEE_Nanotechnology_Council IEEE_Electron_Devices_Society 94 IEEE_Ultrasonics,_Ferroelectrics_and_Frequency_Control_Society 85
IEEE_Nuclear_and_Plasma_Sciences_Society IEEE_Electronics_Packaging_Society 53 IEEE_Magnetics_Society 53
IEEE_Instrumentation_and_Measurement_Society IEEE_Aerospace_and_Electronic_Systems_Society 137 IEEE_Electronics_Packaging_Society 134
IEEE_Photonics_Society IEEE_Instrumentation_and_Measurement_Society 108 IEEE_Aerospace_and_Electronic_Systems_Society 105
IEEE_Technology_and_Engineering_Management_Society_(TEMS) IEEE_Computer_Society 39 IEEE_Systems_Council 32
IEEE_Council_on_Superconductivity IEEE_Magnetics_Society 70 IEEE_Electronics_Packaging_Society 59
IEEE_Professional_Communication_Society IEEE_Education_Society 16 IEEE_Social_Implications_of_Technology_Society 10
IEEE_Reliability_Society IEEE_Electronics_Packaging_Society 130 IEEE_Instrumentation_and_Measurement_Society 130
IEEE_Robotics_and_Automation_Society IEEE_Engineering_in_Medicine_and_Biology_Society 91 IEEE_Aerospace_and_Electronic_Systems_Society 87
IEEE_Computational_Intelligence_Society IEEE_Systems,_Man,_and_Cybernetics_Society 90 IEEE_Engineering_in_Medicine_and_Biology_Society 83
IEEE_Signal_Processing_Society IEEE_Communications_Society 77 IEEE_Computer_Society 77
IEEE_Social_Implications_of_Technology_Society IEEE_Council_on_RFID 36 IEEE_Industrial_Electronics_Society 34
IEEE_Solid-State_Circuits_Society IEEE_Electromagnetic_Compatibility_Society 127 IEEE_Circuits_and_Systems_Society 122
IEEE_Systems,_Man,_and_Cybernetics_Society IEEE_Computational_Intelligence_Society 90 IEEE_Control_Systems_Society 88
IEEE_Systems_Council IEEE_Product_Safety_Engineering_Society 44 IEEE_Computer_Society 43
IEEE_Power_Electronics_Society IEEE_Industrial_Electronics_Society 100 IEEE_Industry_Applications_Society 82
IEEE_Ultrasonics,_Ferroelectrics_and_Frequency_Control_Society IEEE_Electronics_Packaging_Society 111 IEEE_Aerospace_and_Electronic_Systems_Society 109
IEEE_Vehicular_Technology_Society IEEE_Communications_Society 136 IEEE_Signal_Processing_Society 67
IEEE Society Hot Keywords Support

Chart description

The Hot Keywords Support Society table counts the number of occurrences that two words appear at the same time in the papers' abstract of each society of IEEE in 2017. As shown in the list: "Computer Society, Large Scale, Real World, 754", it means that "Large Scale" and "Real World" appear together for 754 times in papers of Computer Society in 2017. This result reveals that the two words often appear in the research in computer field at the same time. In other words, these two words have some kind of inner connection.

The table shows the results according to the statistics of each Society. If you want to see all hot keywords associated with one hot keyword, just move the mouse to the "i" symbol on the right of that word. For example, move the mouse to the "i" symbol on the right of "cloud computing", you can get the words "internet of things", "real time", "big data", "data centers", "energy consumption", "cloud based" and "on demand".

If you have any comments, suggestions, or corrections to make, please feel free to contact us at acemap@cs.sjtu.edu.cn!

Computer Society

word1 word2 count
Wireless Sensor   Sensor Nodes   825
Physical Systems   Cyber Physical   813
Large Scale   Real World   754
Energy Efficiency   Energy Consumption   706
Wireless Sensor   Energy Consumption   595
Component Analysis   Principal Component   489
Real Time   Large Scale   464
Real Time   Real World   456
Cloud Computing   On Demand   448
Cloud Services   Cloud Computing   425
Cloud Computing   Large Scale   394
Large Number   Large Scale   394
Large Scale   Big Data   384
Data Centers   Cloud Computing   366
Cloud Based   Cloud Computing   361
Neural Network   Deep Learning   360
Cloud Computing   Big Data   351
Real Time   Big Data   350
Real Time   Energy Consumption   331
High Temperature   Magnetic Field   320

Communications Society

word1 word2 count
Channel State   State Information   3303
Division Multiplexing   Orthogonal Frequency   2112
Primary User   Cognitive Radio   1785
Energy Consumption   Energy Efficiency   1148
Multiple Access   Frequency Division   865
Orthogonal Frequency   Multiple Access   718
Shift Keying   Phase Shift   690
Outage Probability   Noise Ratio   597
Channel State   Noise Ratio   588
Routing Protocol   Ad Hoc   474
Fading Channels   Noise Ratio   442
Outage Probability   Closed Form Expressions   441
Outage Probability   Fading Channels   426
Device To Device   Cellular Networks   415
Outage Probability   Channel State   395
Energy Efficiency   Transmit Power   389
Outage Probability   State Information   388
Energy Efficiency   Resource Allocation   364
Channel State   Transmit Power   360
Multiple Access   Resource Allocation   345

Photonics Society

word1 word2 count
Division Multiplexing   Orthogonal Frequency   708
Shift Keying   Phase Shift   662
Wireless Sensor   Sensor Networks   611
Light Emitting   Emitting Diodes   561
Open Circuit   Solar Cells   362
Division Multiplexing   Mode Fiber   332
Solar Cells   Thin Film   326
Solar Cells   Conversion Efficiency   323
Mode Locked   Repetition Rate   291
High Power   Output Power   256
Solar Cells   Short Circuit Current   240
High Efficiency   Solar Cells   239
Mode Fiber   Refractive Index   231
Scanning Electron   Electron Microscopy   230
Solar Cells   Fill Factor   225
Energy Consumption   Wireless Sensor   224
Solar Cells   Current Density   223
Continuous Wave   Output Power   215
Energy Consumption   Sensor Networks   208
Light Emitting   Output Power   206

Power & Energy Society

word1 word2 count
Real Time   Power System   1068
Power System   Wind Power   1020
Power System   Power Flow   964
Power System   Renewable Energy   906
Power System   Large Scale   772
Power System   Active Power   764
Power System   Smart Grid   757
Induction Generator   Doubly Fed   680
Wireless Sensor   Sensor Networks   668
High Temperature   Magnetic Field   645
Power Flow   Active Power   615
Power System   Phasor Measurement   568
Power System   Reactive Power   561
Distributed Generation   Distribution System   557
Magnetic Field   Critical Current   541
Permanent Magnet   Finite Element   526
Power System   Transmission System   519
High Temperature   Critical Current   504
Renewable Energy   Energy Resources   482
Maximum Power   Point Tracking   481

Robotics and Automation Society

word1 word2 count
Invasive Surgery   Minimally Invasive   298
Unmanned Aerial   Aerial Vehicles   284
Real Time   Mobile Robot   220
Real Time   Low Cost   205
Open Circuit   Solar Cells   163
Neural Network   Real Time   163
Real Time   Real World   159
Mobile Robot   Real World   158
Path Planning   Mobile Robot   143
Solar Cells   Thin Film   140
Solar Cells   Conversion Efficiency   133
Real Time   Human Robot   129
Solar Cells   Fill Factor   111
Obstacle Avoidance   Mobile Robot   111
Solar Cells   Current Density   104
High Efficiency   Solar Cells   100
Point Cloud   Real Time   98
Real Time   Path Planning   96
Real Time   Large Scale   94
Real Time   Vision System   85

Microwave Theory and Techniques Society

word1 word2 count
Power Amplifier   Output Power   912
High Temperature   Magnetic Field   590
Magnetic Field   Critical Current   504
High Temperature   Critical Current   452
Division Multiplexing   Frequency Division   445
Wireless Sensor   Sensor Networks   415
Shift Keying   Phase Shift   369
Power Added Efficiency   Power Amplifier   353
Magnetic Field   Finite Element   348
Power Added Efficiency   Output Power   329
High Temperature   Finite Element   309
Standard Single   Mode Fiber   309
Magnetic Field   Current Density   302
Pass Filter   Insertion Loss   288
High Temperature   Hts Coil   251
High Power   Output Power   245
Insertion Loss   Bandpass Filter   241
High Efficiency   Power Amplifier   231
Permanent Magnet   Finite Element   220
Magnetic Field   Coated Conductors   157

Electron Devices Society

word1 word2 count
Vapor Deposition   Chemical Vapor   580
Low Power   Power Consumption   367
High Temperature   Magnetic Field   359
Open Circuit   Solar Cells   329
Solar Cells   Thin Film   328
Threshold Voltage   Thin Film   327
Current Density   Critical Current   321
Magnetic Field   Critical Current   307
Solar Cells   Conversion Efficiency   306
Thin Film   Zinc Oxide   297
High Temperature   Critical Current   268
Field Effect   Thin Film   261
Threshold Voltage   Field Effect   257
Electron Mobility   Algan Gan   250
Crystalline Silicon   Solar Cells   250
High Efficiency   Solar Cells   230
Solar Cells   Fill Factor   210
Magnetic Field   Finite Element   209
Solar Cells   Current Density   202
High Temperature   Finite Element   202

Antennas and Propagation Society

word1 word2 count
Split Ring   Ring Resonator   360
Aperture Radar   Synthetic Aperture   354
Element Method   Finite Element   346
Radiation Pattern   Impedance Bandwidth   312
Wave Simulations   Full Wave   258
Radiation Pattern   Return Loss   257
Side Lobe   Lobe Level   242
Radiation Pattern   Patch Antenna   208
Electric Field   Integral Equation   207
Radiation Pattern   Reflection Coefficient   182
Aperture Radar   Radar Sar   173
Radar Sar   Aperture Radar   173
Radiation Pattern   Low Profile   152
Dual Band   Radiation Pattern   151
Pass Filter   Insertion Loss   151
Radiation Pattern   Far Field   148
Doa Estimation   Direction Of Arrival   147
Radiation Pattern   Frequency Range   146
Patch Antenna   Impedance Bandwidth   142
Impedance Matching   Radiation Pattern   133

Circuits and Systems Society

word1 word2 count
Gate Array   Field Programmable   752
High Speed   Low Power   229
Real Time   Power Consumption   225
Real Time   Low Power   210
High Speed   Power Consumption   201
Low Power   Energy Efficiency   182
Energy Efficiency   Power Consumption   175
Low Power   Low Cost   170
Dynamic Range   Power Consumption   160
Wireless Sensor   Low Power   149
Dynamic Range   Cmos Process   146
Sar Adc   Successive Approximation   143
Power Consumption   Chip Area   138
Real Time   Low Cost   134
Real Time   Field Programmable   130
High Speed   Cmos Process   128
Gate Array   Real Time   125
Solar Cells   Thin Film   125
Power Consumption   Low Cost   123
Neural Network   Real Time   122

Industrial Electronics Society

word1 word2 count
Maximum Power   Point Tracking   365
Gate Array   Field Programmable   307
Permanent Magnet   Finite Element   283
Power System   Smart Grid   198
Neutral Point   Point Clamped   195
Real Time   Power System   189
Power System   Renewable Energy   175
Energy Consumption   Wireless Sensor   165
Real Time   Smart Grid   140
Open Circuit   Solar Cells   135
Energy Storage System   Battery Energy   123
Solar Cells   Thin Film   122
Power Quality   Active Power   117
Space Vector   Pulse Width   117
Power System   Large Scale   116
Real Time   Low Cost   115
Renewable Energy   Smart Grid   114
Real Time   Wireless Sensor   108
Pulse Width   Output Voltage   98
Permanent Magnet   Torque Ripple   97

Control Systems Society

word1 word2 count
Discrete Time   Linear Systems   362
Time Varying   Linear Matrix   344
Lyapunov Function   Linear Matrix   327
Sliding Mode   Control Law   251
Real Time   Predictive Control   238
Discrete Time   Lyapunov Function   177
Linear Matrix   Output Feedback   177
Time Varying   Multi Agent   164
Particle Swarm   Optimization Algorithm   160
Control Law   Multi Agent   159
Cost Function   Predictive Control   157
Sliding Mode   External Disturbances   155
Neural Network   Time Varying   140
Open Circuit   Solar Cells   135
Discrete Time   Predictive Control   134
Neural Network   Real Time   123
Discrete Time   Necessary And Sufficient   123
Solar Cells   Thin Film   122
Time Varying   Predictive Control   119
Power Flow   Optimal Power   118

Signal Processing Society

word1 word2 count
Channel State   State Information   1132
Neural Network   Speech Recognition   409
Method Of Multipliers   Alternating Direction   318
Component Analysis   Principal Component   317
Channel State   Noise Ratio   211
Non Negative   Matrix Factorization   206
Neural Network   Deep Learning   186
Multiple Access   Frequency Division   172
Neural Network   Deep Convolutional   165
Outage Probability   Noise Ratio   142
Computational Complexity   Low Complexity   141
Neural Network   Term Memory   138
Dictionary Learning   Sparse Representation   137
Synthetic And Real   Real World   130
Video Coding   Computational Complexity   123
Lower Bound   Noise Ratio   122
Real Time   Computational Complexity   118
Neural Network   Mixture Model   114
Channel State   Cognitive Radio   94
Large Scale   Real World   94

Ultrasonics, Ferroelectrics and Frequency Control Society

word1 word2 count
Open Circuit   Solar Cells   513
Solar Cells   Conversion Efficiency   428
Crystalline Silicon   Solar Cells   400
Solar Cells   Thin Film   400
Solar Cells   Short Circuit Current   339
Solar Cells   Fill Factor   333
High Efficiency   Solar Cells   328
Solar Cells   Current Density   311
High Temperature   Magnetic Field   305
Open Circuit   Short Circuit Current   291
Back Contact   Solar Cells   197
High Temperature   Finite Element   174
Open Circuit   Current Density   174
Open Circuit   Conversion Efficiency   173
Magnetic Field   Finite Element   164
Conversion Efficiency   Fill Factor   163
Single Junction   Solar Cells   160
Short Circuit Current   Conversion Efficiency   158
Carrier Lifetime   Minority Carrier   156
External Quantum Efficiency   Solar Cells   153

Systems, Man, and Cybernetics Society

word1 word2 count
Open Circuit   Solar Cells   142
Solar Cells   Thin Film   126
Solar Cells   Conversion Efficiency   114
Neural Network   Real Time   102
Solar Cells   Short Circuit Current   98
Neural Network   Back Propagation   97
Solar Cells   Fill Factor   96
Neural Network   Vector Machine   94
Particle Swarm   Optimization Algorithm   93
Solar Cells   Current Density   91
Real Time   Real World   84
Large Scale   Real World   80
Open Circuit   Fill Factor   79
Open Circuit   Short Circuit Current   77
Neural Network   Deep Learning   75
Fuzzy Model   Takagi Sugeno   71
Vector Machine   Classification Accuracy   71
Neural Network   Time Varying   66
Real Time   Low Cost   65
Real Time   Large Scale   65

Industry Applications Society

word1 word2 count
Permanent Magnet   Finite Element   1273
Maximum Power   Point Tracking   572
Permanent Magnet   Element Method   405
Induction Generator   Doubly Fed   393
Reluctance Motor   Switched Reluctance   389
Permanent Magnet   High Speed   360
Permanent Magnet   Torque Ripple   354
Power System   Renewable Energy   313
Permanent Magnet   Motor Pmsm   298
Air Gap   Finite Element   285
Magnetic Field   Finite Element   281
Real Time   Power System   272
Torque Ripple   Finite Element   250
Permanent Magnet   Surface Mounted   249
Energy Storage System   Battery Energy   238
Permanent Magnet   Cogging Torque   237
Permanent Magnet   Power Density   232
Power System   Smart Grid   231
Permanent Magnet   Low Speed   219
Permanent Magnet   Direct Drive   209
Instructions

IEEE Society HotKeywords Support

The “Hot Keywords Support Society” table counts the number of occurrences that two words appear at the same time in the papers' abstracts of each society of IEEE in 2017.

As shown in the list of Computer Society: "Large Scale, Real World, 754", it means that "Large Scale" and "Real World" appear together for 754 times in papers of Computer Society in 2017. This result reveals that the two words often appear in the research in computer field at the same time. In other words, these two words have some kind of inner connection.


The table shows the results according to the statistics of each Society. If you want to see all hot keywords associated with one hot keyword, just move the mouse to the "i" symbol on the right of that word. For example, move the mouse to the "i" symbol on the right of "cloud computing", you can get the words "internet of things", "real time", "big data", "data centers", "energy consumption", "cloud based" and "on demand".


Click here to see complete IEEE Society HotKeywords Support lists.


IEEE Society Similarity


The “IEEE Society Hot Similarity” table measures the similarity in hot keywords of two Societies.

As shown in the list of : "IEEE Power & Energy Society, IEEE Industrial Electronics Society, 115", which shows that there are 115 same wrods out of the 200 hot keywords of the PES and IDS. The result also indirectly shows that the two Societies are more relevant in the research field.


Click here to see complete IEEE Society Similarity list.


IEEE Society Hot Keywords


The “IEEE Society HotKeywords” table measures the hot keywords of Societies.

As shown in the list of : "Aerospace Systems, 7.84%, 1%↑, 10%↑, 3%↓, 16%↑", which shows that, in 2017, 7.84% papers published in the society mentioned the keywords "Aerospace Systems". And the change of the popularity of this keywords is shown by the following 4 columns.


Click here to see complete IEEE Society HotKeywords list.


IEEE Society Paper Count


The “IEEE Society Paper Count” table counts the number of papers published by each Society of IEEE from 2012 to 2017.



Click here to see complete IEEE Society Paper Count chart.