Department of Electrical Engineering & Computer Science

Research output

Research output per year 1971 2005 2006 2007 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 1871 Conference contribution
• 1318 Article
• 145 Conference article
• 102 Paper
• 163 More
  • 50 Chapter
  • 35 Editorial
  • 34 Patent
  • 18 Review article
  • 8 Comment/debate
  • 8 Letter
  • 7 Book
  • 3 Foreword/postscript

Research output per year

Research output per year

Search results

• 2022

  Bridging the Gender and Skills Gaps with Emerging Technologies

  Billionniere, E. & Rahman, F., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference Article › peer-review

  • STEM (science, technology, engineering and mathematics) 100%
  • Data Science 40%
  • Reentry 35%
  • Security of data 28%
  • Cloud computing 26%

• BUILDING ENVELOPE OBJECT DETECTION USING YOLO MODELS

  Bayomi, N., El Kholy, M., Fernandez, J. E., Velipasalar, S. & Rakha, T., 2022, In: Simulation Series. 54, 1, p. 143-156 14 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Object detection 100%
  • 3D modeling 56%
  • Computer simulation 53%
  • Dynamic loads 48%
  • Hot Temperature 46%

• Diversity & Inclusion in Universal Access to Technology - A Perspective

  Aghdam, A., Birungi, C., Duncan, D., Ghosh, P. K., Kalra, R., Mareels, I., Marimuthu, R. & Pasik-Duncan, B., Oct 1 2022, In: IFAC-PapersOnLine. 55, 39, p. 123-128 6 p.

  Research output: Contribution to journal › Conference Article › peer-review

  Open Access

  • Medicine 100%
  • Education 84%
  • Productivity 79%
  • Health 73%
  • Economics 63%

• PERCEPT-R: An Open-Access American English Child/Clinical Speech Corpus Specialized for the Audio Classification of/ɹ/

  Benway, N. R., Preston, J. L., Hitchcock, E., Salekin, A., Sharma, H. & McAllister, T., 2022, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2022-September, p. 3648-3652 5 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Specialized Corpora 100%
  • Rhotics 95%
  • Open Access 78%
  • Corpus 78%
  • Speech 76%

• Women of Color in Emerging Technology: Breaking Down the Barriers

  Billionniere, E. & Rahman, F., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference Article › peer-review

  • STEM (science, technology, engineering and mathematics) 100%
  • Color 86%
  • Data Science 81%
  • Security of data 56%
  • Cloud computing 52%
• 2021

  Cognitive Memory Constrained Human Decision Making based on Multi-source Information

  Geng, B., Chen, Q. & Varshney, P. K., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 5325-5329 5 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Decision making 100%
  • Data storage equipment 84%
  • Testing 23%
  • Sensors 23%
  1 Scopus citations

• One-bit compressed sensing using untrained network prior

  Kafle, S., Joseph, G. & Varshney, P. K., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 2875-2879 5 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Compressed sensing 100%
  • Deep learning 31%
  • Backpropagation 16%
  • Cost functions 16%
  • Set theory 11%
  1 Scopus citations

• On strategic jamming in distributed detection networks

  Quan, C., Geng, B. & Varshney, P. K., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 4760-4764 5 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Jamming 100%
  • Fusion reactions 74%
  1 Scopus citations
• 2020

  Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs

  Fang, H., Mei, Z., Shrestha, A., Zhao, Z., Li, Y. & Qiu, Q., Nov 2 2020, In: IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD. 2020-November, 9256533.

  Research output: Contribution to journal › Conference Article › peer-review

  Open Access

  • Field programmable gate arrays (FPGA) 100%
  • Neural networks 74%
  • Computer hardware 71%
  • Program processors 29%
  • Throughput 24%
  20 Scopus citations

• Enhancing cross-task black-box transferability of adversarial examples with dispersion reduction

  Lu, Y., Jia, Y., Wang, J., Li, B., Chai, W., Carin, L. & Velipasalar, S., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 937-946 10 p., 9157043.

  Research output: Contribution to journal › Conference Article › peer-review

  • Computer vision 100%
  • Image classification 63%
  • Object detection 60%
  • Application programming interfaces (API) 56%
  • Semantics 40%
  20 Scopus citations

• Knowledge transfer in multi-task deep reinforcement learning for continuous control

  Xu, Z., Wu, K., Che, Z., Tang, J. & Ye, J., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference Article › peer-review

  • Reinforcement learning 100%
  • Learning algorithms 27%
  • Transfer learning 19%
  4 Scopus citations
• 2018

  Meeting the graduate 10K+ challenge: Enhancing the climate for persistence and success in engineering (ECliPSE)

  Hasenwinkel, J. M., Cadwell, K., Dannenhoffer, J. V., Carranti, F. J. & Isik, C., Jun 23 2018, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%
  • Computer science 67%
  • Engineering education 39%
  • Problem-Based Learning 38%
  • Teaching 29%

• Model-free control for distributed stream data processing using deep reinforcement learning

  Li, T., Xu, Z., Tang, J. & Wang, Y., 2018, In: Proceedings of the VLDB Endowment. 11, 6, p. 705-718 14 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Reinforcement learning 100%
  • Queueing theory 24%
  • Scheduling 22%
  • Cooking 19%
  • Deep neural networks 16%
  55 Scopus citations
• 2016

  Multi-agent sensor data collection with attrition risk

  Hudack, J. & Oh, J. C., 2016, In: Proceedings International Conference on Automated Planning and Scheduling, ICAPS. 2016-January, p. 166-174 9 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Attrition 100%
  • Sensor 99%
  • Data Collection 71%
  • Robot 65%
  • Sensors 43%
  7 Scopus citations

• Reshaped wirtinger flow for solving quadratic system of equations

  Zhang, H. & Liang, Y., 2016, In: Advances in Neural Information Processing Systems. p. 2630-2638 9 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Costs 100%
  65 Scopus citations
• 2015

  Algorithms for the Implementation of a Dynamic Electrical Energy Pricing Policy

  Biswas, M. & Mohan, C. K., 2015, In: Procedia Computer Science. 70, p. 668-675 8 p.

  Research output: Contribution to journal › Conference Article › peer-review

  Open Access

  • Costs 100%
  • Tabu search 75%
  • Dynamic programming 31%
  • NP-hard 31%
  • Scheduling 22%
  6 Scopus citations
• 2013

  Block regularized lasso for multivariate multi-response linear regression

  Wang, W., Liang, Y. & Xing, E. P., 2013, In: Journal of Machine Learning Research. 31, p. 608-617 10 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Lasso 100%
  • Linear regression 85%
  • Recovery 66%
  • Union 66%
  • Design 31%
  7 Scopus citations

• Further results on noise-enhanced distributed inference in the presence of Byzantines

  Vempaty, A., Nadendla, V. S. S. & Varshney, P. K., Nov 18 2013, In: International Symposium on Wireless Personal Multimedia Communications, WPMC. 6618550.

  Research output: Contribution to journal › Conference Article › peer-review

  • Information use 100%
  • Sensors 90%
  • Network performance 85%
  • Fusion reactions 70%
  3 Scopus citations
• 2012

  On the optimal dissemination of information in social networks

  Fardad, M., Zhang, X., Lin, F. & Jovanovic, M. R., 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 2539-2544 6 p., 6426070.

  Research output: Contribution to journal › Conference Article › peer-review

  • Social Networks 100%
  • Social Influence 71%
  • Optimal Location 58%
  • Awareness 54%
  • Method of multipliers 54%
  15 Scopus citations

• Performance of leader-follower networks in directed trees and lattices

  Lin, F., Fardad, M. & Jovanovic, M. R., 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 734-739 6 p., 6425879.

  Research output: Contribution to journal › Conference Article › peer-review

  • Performance 100%
  • Disturbance 79%
  • Vertex of a graph 71%
  • Amplification 57%
  • Laplacian Matrix 50%
  8 Scopus citations
• 2010

  Multi-institutional approach to engineering education

  Grinberg, I., Safiuddin, M., Mohan, C. & Macho, S., Jan 1 2010, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference Article › peer-review
  2 Scopus citations
• 2006

  An effective defense against email spam laundering

  Xie, M., Yin, H. & Wang, H., 2006, In: Proceedings of the ACM Conference on Computer and Communications Security. p. 179-190 12 p., 1180428.

  Research output: Contribution to journal › Conference Article › peer-review

  • Laundering 100%
  • Electronic mail 68%
  • Spamming 41%
  • Noise abatement 9%
  • Statistical methods 7%
  26 Scopus citations

• An enhanced and a two dimensional Discrete Complex Image Methods (DCIM) in multi-layered media

  Yuan, M. & Sarkar, T. K., Dec 1 2006, In: IEEE MTT-S International Microwave Symposium Digest. p. 56-59 4 p., 4014817.

  Research output: Contribution to journal › Conference Article › peer-review

  • multimedia 100%
  • Surface waves 79%
  • far fields 32%
  • near fields 30%
  • surface waves 17%

• Efficient computation of the azimuth and elevation angles of the sources by using Unitary Matrix Pencil Method (2-D UMP)

  Yilmazer, N. & Sarkar, T. K., 2006, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). p. 1145-1148 4 p., 1710739.

  Research output: Contribution to journal › Conference Article › peer-review

  • Direction of arrival 100%
  • Digital signal processors 49%
  • Covariance matrix 46%
  • Antenna arrays 42%
  • Poles 38%
  12 Scopus citations

• Performance comparison between statistical-based and direct data domain STAPs

  Burintramart, S. & Sarkar, T. K., 2006, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). p. 1421-1424 4 p., 1710816.

  Research output: Contribution to journal › Conference Article › peer-review
  1 Scopus citations

• Representation of Dyadic Green’s Functions for General Anisotropic Media

  Eroglu, A. & Lee, J. K., 2006, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). p. 2859-2862 4 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Anisotropic media 100%
  • Green's function 76%
  • Set theory 20%
  1 Scopus citations

• Solution of large complex problems in computational electromagnetics using higher order basis in MOM with an out-of-core solver

  Yuan, M., Taylor, M. C., Sarkar, T. K. & Kolundzija, B., 2006, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). p. 115-118 4 p., 1710466.

  Research output: Contribution to journal › Conference Article › peer-review

• The true meaning of diversity seen through the first principles of fundamental physics

  Sarkar, T. K., 2006, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). p. 129-132 4 p., 1710470.

  Research output: Contribution to journal › Conference Article › peer-review

  • Glossaries 100%
  • Physics 89%
  • Antennas 66%
  • Experiments 36%
  1 Scopus citations
• 2005

  A beacon-less location discovery scheme for wireless sensor networks

  Fang, L., Du, W. & Ning, P., Oct 10 2005, In: Proceedings - IEEE INFOCOM. 1, p. 161-171 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Wireless sensor networks 100%
  • Sensors 43%
  • Global positioning system 18%
  • Maximum likelihood estimation 12%
  • Probability distributions 10%
  107 Scopus citations

• A perceptual quality metric for image fusion based on regional information

  Chen, H. & Varshney, P. K., Nov 10 2005, In: Proceedings of SPIE - The International Society for Optical Engineering. 5813, p. 34-45 12 p., 04.

  Research output: Contribution to journal › Conference Article › peer-review

  • Image Fusion 100%
  • Image fusion 61%
  • Image quality 48%
  • fusion 42%
  • Inspection 39%
  10 Scopus citations

• Coupling of airflow and pollutant dispersion models with evacuation planning algorithms for building system controls

  Zhang, J. S., Mohan, C. K., Varshney, P., Isik, C., Mehrotra, K., Wang, S., Gao, Z. & Rajagopalan, R., 2005, In: ASHRAE Transactions. 111 PART 1, p. 196-209 14 p., 4760.

  Research output: Contribution to journal › Conference Article › peer-review

  • Planning 100%
  • Control systems 97%
  • HVAC 87%
  • Intelligent control 58%
  • Fans 48%
  3 Scopus citations

• Deriving private information from randomized data

  Huang, Z., Du, W. & Chen, B., 2005, In: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 37-48 12 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Principal component analysis 100%
  • Data mining 44%
  313 Scopus citations

• MIMO communications in ad hoc networks

  Chen, B. & Gans, M. J., 2005, In: IEEE Vehicular Technology Conference. 61, 4, p. 2434-2438 5 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Ad Hoc Networks 100%
  • Multiple-input multiple-output (MIMO) 87%
  • Ad hoc networks 60%
  • Spectral Efficiency 56%
  • Communication 56%
  8 Scopus citations

• On signal/image processing for concealed weapon detection from stand-off range

  Varshney, P. K., Chen, H. & Rao, R. M., 2005, In: Proceedings of SPIE - The International Society for Optical Engineering. 5781, p. 93-97 5 p., 19.

  Research output: Contribution to journal › Conference Article › peer-review

  • weapons 100%
  • Image Processing 84%
  • Signal Processing 81%
  • image processing 77%
  • Image Fusion 73%
  5 Scopus citations

• Scene recognition with audio-visual sensor fusion

  Devicharan, D., Mehrotra, K. G., Mohan, C. K., Varshney, P. K. & Zuo, L., Nov 10 2005, In: Proceedings of SPIE - The International Society for Optical Engineering. 5813, p. 201-210 10 p., 22.

  Research output: Contribution to journal › Conference Article › peer-review

  • Sensor Fusion 100%
  • multisensor fusion 81%
  • Sensor 65%
  • Audiovisual 64%
  • Vision 57%

• Searching for high-value rare events with uncheatable grid computing

  Du, W. & Goodrich, M. T., 2005, In: Lecture Notes in Computer Science. 3531, p. 122-137 16 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Grid Computing 100%
  • Rare Events 71%
  • Grid computing 66%
  • Supervisory personnel 65%
  • Coalitions 17%
  21 Scopus citations

• Separating patterns and finding the independent components of mixed signals based on non-Gaussian distribution properties

  Rand, R. S., Chen, H. & Varshney, P. K., Dec 1 2005, In: Proceedings of SPIE - The International Society for Optical Engineering. 5909, p. 1-12 12 p., 59091G.

  Research output: Contribution to journal › Conference Article › peer-review

  • distribution (property) 100%
  • Categorization 64%
  • Unsupervised Classification 53%
  • Landsat 28%
  • formulations 27%
  1 Scopus citations

• TWOACK: Preventing selfishness in mobile ad hoc networks

  Balakrishnan, K., Deng, J. & Varshney, P. K., Sep 26 2005, In: IEEE Wireless Communications and Networking Conference, WCNC. 4, p. 2137-2142 6 p., NET39-2.

  Research output: Contribution to journal › Conference Article › peer-review

  • Mobile ad hoc networks 100%
  • Routing protocols 92%
  • Network layers 54%
  • Energy resources 50%
  178 Scopus citations
• 2004

  A broadband solution to estimate DOA using an interpolation technique

  Fernández-Recio, R., García-Castillo, L. E., Sarkar, T. K. & Salazar-Palma, M., Sep 29 2004, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1, p. 435-438 4 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Interpolation 100%

• A combined decision fusion and channel coding scheme for fault-tolerant classification in wireless sensor networks

  Wang, T. Y., Han, Y. S. & Varshney, P. K., Oct 7 2004, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2, p. II1073-II1076

  Research output: Contribution to journal › Conference Article › peer-review

  • Channel coding 100%
  • Fusion reactions 67%
  • Wireless sensor networks 66%
  • Fading channels 39%
  • Decoding 35%
  6 Scopus citations

• A key management scheme for wireless sensor networks using deployment knowledge

  Du, W., Deng, J., Han, Y. S., Chen, S. & Varshney, P. K., Nov 22 2004, In: Proceedings - IEEE INFOCOM. 1, p. 586-597 12 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Wireless sensor networks 100%
  • Data storage equipment 51%
  • Sensor nodes 38%
  • Sensor networks 36%
  • Cryptography 34%
  757 Scopus citations

• An adaptive advance reservation algorithm for QoS sensitive multimedia networks

  Kim, S. & Varshney, P. K., Dec 1 2004, In: Proceedings of SPIE - The International Society for Optical Engineering. 5440, p. 339-346 8 p., 33.

  Research output: Contribution to journal › Conference Article › peer-review

  • Reservation 100%
  • Multimedia 98%
  • multimedia 92%
  • Bandwidth 68%
  • Quality of service 51%
  4 Scopus citations

• Analytical synthesis of microwave multiport networks

  García-Lampérez, A., Salazar-Palma, M. & Sarkar, T. K., 2004, In: IEEE MTT-S International Microwave Symposium Digest. 2, p. 455-458 4 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • diplexers 100%
  • Microwaves 82%
  • synthesis 67%
  • microwaves 63%
  • filters 44%
  45 Scopus citations

• Asymptotic distributions and peak power analysis for uplink OFDMA signals

  Wang, H. & Chen, B., Sep 27 2004, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 4, p. IV-1085-IV-1088

  Research output: Contribution to journal › Conference Article › peer-review

  • Frequency division multiple access 100%
  • Distribution functions 21%
  26 Scopus citations

• Channel optimized binary quantizers for distributed sensor networks

  Chen, B. & Willett, P. K., Sep 28 2004, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 3, p. III845-III848

  Research output: Contribution to journal › Conference Article › peer-review

  • Sensor networks 100%
  • Sensors 59%
  • Fusion reactions 23%
  • Testing 14%
  8 Scopus citations

• Characterization of non-anechoic chambers and echo cancellation for antenna measurement

  Pino, M. R., Loredo, S., Las-Heras, F. & Sarkar, T. K., Sep 29 2004, In: IEEE Antennas and Propagation Society, AP-S International Symposium (Digest). 1, p. 739-742 4 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Echo suppression 100%
  • Directional patterns (antenna) 78%
  • Anechoic chambers 47%
  • Antennas 47%
  • Communication 18%

• Decision fusion with censored sensors

  Jiang, R. & Chen, B., Oct 7 2004, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2, p. II289-II292

  Research output: Contribution to journal › Conference Article › peer-review

  • Fusion reactions 100%
  • Sensors 63%
  • Fading channels 23%
  • Signal to noise ratio 20%
  • Statistics 18%
  18 Scopus citations

• Detection performance limits of channel impaired distributed sensor networks

  Cheng, Q., Chen, B. & Varshney, P. K., Dec 1 2004, In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2, p. 2213-2217 5 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • Sensor networks 100%
  • Fusion reactions 69%
  • Sensors 59%
  • Asymptotic analysis 38%
  • Wireless sensor networks 22%
  1 Scopus citations

• Evaluation of pulse features for oscillometry

  Colak, S. & Isik, C., 2004, In: Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC. 30, p. 93-94 2 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Blood Pressure 100%
  • Blood pressure 91%
  • Pressure 45%
  • Pressure measurement 43%
  • Error 29%
  2 Scopus citations

• Further results on fault-tolerant distributed classification using error correcting codes

  Wang, T. Y., Han, Y. S. & Varshney, P. K., Aug 18 2004, In: Proceedings of SPIE - The International Society for Optical Engineering. 5434, p. 49-58 10 p.

  Research output: Contribution to journal › Conference Article › peer-review

  • error correcting codes 100%
  • Cope Reaction 88%
  • Fault-tolerant 85%
  • Binary codes 83%
  • Error-correcting Codes 79%