College of Engineering & Computer Science

Research Output

2020

3D Capsule Networks for Object Classification with Weight Pruning

Kakillioglu, B., Ren, A., Wang, Y. & Velipasalar, S., 2020, In : IEEE Access. 8, p. 27393-27405 13 p., 8984369.

Research output: Contribution to journalArticle

Open Access

Accelerating Block-Circulant Matrix-Based Neural Network Layer on a General Purpose Computing Platform: A Design Guideline

Pugdeethosapol, K., Jin, Z., Rider, D. & Qiu, Q., Jan 1 2020, Advances in Information and Communication - Proceedings of the 2020 Future of Information and Communication Conference FICC. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 419-435 17 p. (Advances in Intelligent Systems and Computing; vol. 1130 AISC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Accumulation of collagen molecular unfolding is the mechanism of cyclic fatigue damage and failure in collagenous tissues

Zitnay, J. L., Jung, G. S., Lin, A. H., Qin, Z., Li, Y., Yu, S. M., Buehler, M. J. & Weiss, J. A., Aug 2020, In : Science Advances. 6, 35, eaba2795.

Research output: Contribution to journalArticle

Open Access

A comparison of low-cost collector configurations for quantifying ice accretion

Campbell, J. L., Rustad, L. E., Garlick, S., Newman, N., Stanovick, J. S., Halm, I., Driscoll, C. T., Barjenbruch, B. L., Burakowski, E., Hilberg, S. D., Sanders, K. J., Shafer, J. C. & Doesken, N. J., Sep 2020, In : Journal of Applied Meteorology and Climatology. 59, 9, p. 1429-1442 14 p.

Research output: Contribution to journalArticle

A configurable healthcare monitoring system

Singh, G., Kallem, S. & Ayyagari, P., 2020, Proceedings of International Conference on IoT Inclusive Life, ICIIL 2019. Dutta, M., Krishna, C. R., Kumar, R. & Kalra, M. (eds.). Springer, p. 183-192 10 p. (Lecture Notes in Networks and Systems; vol. 116).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adversarial Jamming Attacks on Deep Reinforcement Learning Based Dynamic Multichannel Access

Zhong, C., Wang, F., Gursoy, M. C. & Velipasalar, S., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9120770. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2020-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Airport project delivery within BIM-centric construction technology ecosystems

Keskin, B., Salman, B. & Ozorhon, B., 2020, (Accepted/In press) In : Engineering, Construction and Architectural Management.

Research output: Contribution to journalArticle

A k-ε- V2 -f model for turbulent flow of dilute polymer solutions up to the maximum drag reduction

Masoudian, M., Kim, K., Pinho, F. T. & Sureshkumar, R., 2020.

Research output: Contribution to conferencePaper

A k-ε- V2 -f model for turbulent flow of dilute polymer solutions up to the maximum drag reduction

Masoudian, M., Kim, K., Pinho, F. T. & Sureshkumar, R., Jan 1 2020.

Research output: Contribution to conferencePaper

ANALYSIS OF TIME RESPONSE OF LOSSY MULTICONDUCTOR TRANSMISSION LINE NETWORKS.

Djordjevic, A. R. & Sarkar, T. K., Jan 1 2020, In : IEEE Transactions on Microwave Theory and Techniques. MTT-35, 10, p. 898-908 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Anisotropic plasmonic nanostructures for colorimetric sensing

Zeng, J., Zhang, Y., Zeng, T., Aleisa, R., Qiu, Z., Chen, Y., Huang, J., Wang, D., Yan, Z. & Yin, Y., Jun 2020, In : Nano Today. 32, 100855.

Research output: Contribution to journalReview article

5 Scopus citations

Anomalous Example Detection in Deep Learning: A Survey

Bulusu, S., Kailkhura, B., Li, B., Varshney, P. K. & Song, D., 2020, In : IEEE Access. 8, p. 132330-132347 18 p., 9144212.

Research output: Contribution to journalArticle

Open Access

Anomaly Detection under Controlled Sensing Using Actor-Critic Reinforcement Learning

Joseph, G., Gursoy, M. C. & Varshney, P. K., May 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2020. Institute of Electrical and Electronics Engineers Inc., 9154275. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC; vol. 2020-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A novel application of levenshtein distance for assessment of high-level motor planning underlying performance during learning of complex motor sequences

Hauge, T. C., Katz, G. E., Davis, G. P., Jaquess, K. J., Reinhard, M. J., Costanzo, M. E., Reggia, J. A. & Gentili, R. J., Apr 2020, In : Journal of Motor Learning and Development. 8, 1, p. 67-86 20 p.

Research output: Contribution to journalArticle

1 Scopus citations

A novel mobility-based approach to derive urban-scale building occupant profiles and analyze impacts on building energy consumption

Wu, W., Dong, B., Wang, Q. R., Kong, M., Yan, D., An, J. & Liu, Y., Nov 15 2020, In : Applied Energy. 278, 115656.

Research output: Contribution to journalArticle

A Novel Solid Oxide Fuel Cell Based Catalytic Converter Replacement for Enhanced Emission Control and Power Generation in Automotive Exhaust

Welles, T. S. & Ahn, J., Apr 14 2020, In : SAE Technical Papers. 2020-April, April

Research output: Contribution to journalConference article

Application of artificial neural networks to stochastic estimation and jet noise modeling

Tenney, A. S., Glauser, M. N., Ruscher, C. J. & Berger, Z. P., Jan 1 2020, In : AIAA journal. 58, 2, p. 647-658 12 p.

Research output: Contribution to journalArticle

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications

Liu, S., Chen, P. Y., Kailkhura, B., Zhang, G., Hero, A. O. & Varshney, P. K., Sep 2020, In : IEEE Signal Processing Magazine. 37, 5, p. 43-54 12 p., 9186148.

Research output: Contribution to journalArticle

A Probabilistic Cascading Failure Model for Dynamic Operating Conditions

Ma, R., Jin, S., Eftekharnejad, S., Zafarani, R. & Philippe, W. P. J., 2020, In : IEEE Access. 8, p. 61741-61753 13 p., 9050711.

Research output: Contribution to journalArticle

Open Access

Archive-based swarms

Rodrigues, N. & Mohan, C., Jul 8 2020, GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 1460-1467 8 p. (GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A shift in sulfur-cycle manipulation from atmospheric emissions to agricultural additions

Hinckley, E. L. S., Crawford, J. T., Fakhraei, H. & Driscoll, C. T., Sep 1 2020, In : Nature Geoscience. 13, 9, p. 597-604 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Authentication by Mapping Keystrokes to Music: The Melody of Typing

Belman, A. K., Paul, T., Wang, L., Iyengar, S. S., Śniatała, P., Jin, Z., Phoha, V. V., Vainio, S. & Roning, J., Jan 2020, 2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020. Institute of Electrical and Electronics Engineers Inc., 9073125. (2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Autonomous Selective Parts-Based Tracking

Cornacchia, M. & Velipasalar, S., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 4349-4361 13 p., 8967195.

Research output: Contribution to journalArticle

Biodegradable polyethylene glycol hydrogels for sustained release and enhanced stability of rhGALNS enzyme

Jain, E., Flanagan, M., Sheth, S., Patel, S., Gan, Q., Patel, B., Montaño, A. M. & Zustiak, S. P., Oct 1 2020, In : Drug Delivery and Translational Research. 10, 5, p. 1341-1352 12 p.

Research output: Contribution to journalArticle

Biodegradable shape memory polymer foams with appropriate thermal properties for hemostatic applications

Jang, L. K., Fletcher, G. K., Monroe, M. B. B. & Maitland, D. J., Jun 1 2020, In : Journal of Biomedical Materials Research - Part A. 108, 6, p. 1281-1294 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Biomechanical metamaterials fabricated through multiphoton lithography by tailoring 3D buckling

Vangelatos, Z., Grigoropoulos, C. P., Farsari, M., Gu, G., Ma, Z. & Komvopoulos, K., 2020, Laser-Based Micro- and Nanoprocessing XIV. Klotzbach, U., Watanabe, A. & Kling, R. (eds.). SPIE, 1126812. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11268).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Building Information Modeling Implementation Framework for Smart Airport Life Cycle Management

Keskin, B. & Salman, B., 2020, In : Transportation Research Record. 2674, 6, p. 98-112 15 p.

Research output: Contribution to journalArticle

Characterization of phenolic acid antimicrobial and antioxidant structure–property relationships

Liu, J., Du, C., Beaman, H. T. & Monroe, M. B. B., May 2020, In : Pharmaceutics. 12, 5, 419.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Characterizing the Evolution of Communities on Reddit

Mensah, H., Xiao, L. & Soundarajan, S., Jul 22 2020, 11th International Conference on Social Media and Society: Diverse Voices - Promises and Perils of Social Media for Diversity, SMSociety 2020. Gruzd, A., Mai, P., Recuero, R., Hernandez-Garcia, A., Sian Lee, C., Cook, J., Hodson, J., McEwan, B. & Hopke, J. (eds.). Association for Computing Machinery, p. 58-64 7 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chemicals from heavy oils by ZSM-5 catalysis in supercritical water: Model compound and reaction engineering

Zaker, A., Guerra, P., Tompsett, G. A., Huang, X., Bond, J. Q. & Timko, M. T., Jul 1 2020, In : AIChE Journal. 66, 7, aic16237.

Research output: Contribution to journalArticle

1 Scopus citations

Chiroptical response of aluminum nanocrescents at ultraviolet wavelengths

Davis, M. S., Zhu, W., Strait, J., Lee, J. K., Lezec, H. J., Blair, S. & Agrawal, A., May 13 2020, In : Nano Letters. 20, 5, p. 3656-3662 7 p.

Research output: Contribution to journalArticle

Classification of Threat Level in Typing Activity Through Keystroke Dynamics

Belman, A. K., Sridhara, S. & Phoha, V. V., Jan 2020, 2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020. Institute of Electrical and Electronics Engineers Inc., 9073079. (2020 International Conference on Artificial Intelligence and Signal Processing, AISP 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Colocated MIMO radar waveform optimization with receive beamforming

Zhou, S., Lu, J., Varshney, P. K., Wang, J., Ma, H. & Liu, H., Mar 2020, In : Digital Signal Processing: A Review Journal. 98, 102635.

Research output: Contribution to journalArticle

Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios

Singh, A., Chokkarapu, S. P., Chaudhari, S. & Varshney, P. K., Jan 2020, 2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020. Institute of Electrical and Electronics Engineers Inc., p. 446-451 6 p. 9027401. (2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical component identification under load uncertainty for cascading failure analysis

Gavgani, M. H. & Eftekharnejad, S., Feb 2020, 2020 IEEE Texas Power and Energy Conference, TPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9042564. (2020 IEEE Texas Power and Energy Conference, TPEC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Current practices and infrastructure for open data based research on occupant-centric design and operation of buildings

Kjærgaard, M. B., Ardakanian, O., Carlucci, S., Dong, B., Firth, S. K., Gao, N., Huebner, G. M., Mahdavi, A., Rahaman, M. S., Salim, F. D., Sangogboye, F. C., Schwee, J. H., Wolosiuk, D. & Zhu, Y., Jun 15 2020, In : Building and Environment. 177, 106848.

Research output: Contribution to journalArticle

2 Scopus citations

Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing

Ma, X., Li, Z., Li, H., An, Q., Qiu, Q., Xu, W. & Wang, Y., Jan 2020, ASP-DAC 2020 - 25th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 494-499 6 p. 9045180. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; vol. 2020-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data-driven solar generation forecast considering temporal characteristics of data

Shi, G. & Eftekharnejad, S., Feb 2020, 2020 IEEE Texas Power and Energy Conference, TPEC 2020. Institute of Electrical and Electronics Engineers Inc., 9042521. (2020 IEEE Texas Power and Energy Conference, TPEC 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

DeepAdapter: A Collaborative Deep Learning Framework for the Mobile Web Using Context-Aware Network Pruning

Huang, Y., Qiao, X., Tang, J., Ren, P., Liu, L., Pu, C. & Chen, J., Jul 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 834-843 10 p. 9155379. (Proceedings - IEEE INFOCOM; vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep Reinforcement Learning Based Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cognitive Communications and Networking.

Research output: Contribution to journalArticle

Defense Strategies Against Adversarial Jamming Attacks via Deep Reinforcement Learning

Wang, F., Zhong, C., Gursoy, M. C. & Velipasalar, S., Mar 2020, 2020 54th Annual Conference on Information Sciences and Systems, CISS 2020. Institute of Electrical and Electronics Engineers Inc., 9086263. (2020 54th Annual Conference on Information Sciences and Systems, CISS 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Development of a procedure for estimating the parameters of mechanistic VOC emission source models from chamber testing data

Liu, Z., Nicolai, A., Abadie, M., Qin, M., Grunewald, J. & Zhang, J., 2020, (Accepted/In press) In : Building Simulation.

Research output: Contribution to journalArticle

Development of testbed for cyber-manufacturing security issues

Wu, M., Song, J., Sharma, S., Di, J., He, B., Wang, Z., Zhang, J., Lin, L. W. L., Greaney, E. A. & Moon, Y., Mar 3 2020, In : International Journal of Computer Integrated Manufacturing. 33, 3, p. 302-320 19 p.

Research output: Contribution to journalArticle

1 Scopus citations

Discrete Finite-time Stable Attitude Tracking Control of Unmanned Vehicles on SO(3)

Hamrah, R., Sanyal, A. K. & Viswanathan, S. P., Jul 2020, 2020 American Control Conference, ACC 2020. Institute of Electrical and Electronics Engineers Inc., p. 824-829 6 p. 9147657. (Proceedings of the American Control Conference; vol. 2020-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Distributed Detection of Sparse Signals with 1-Bit Data in Two-Level Two-Degree Tree-Structured Sensor Networks

Li, C., Li, G. & Varshney, P. K., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5200-5204 5 p. 9053687. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Distributed Detection of Sparse Signals with Censoring Sensors Via Locally Most Powerful Test

Li, C., Li, G. & Varshney, P. K., Jan 1 2020, In : IEEE Signal Processing Letters. 27, p. 346-350 5 p., 8976280.

Research output: Contribution to journalArticle

1 Scopus citations

Distributed detection of sparse stochastic signals with 1-bit data in tree-structured sensor networks

Li, C., Li, G. & Varshney, P. K., 2020, In : IEEE Transactions on Signal Processing. 68, p. 2963-2976 14 p., 9072562.

Research output: Contribution to journalArticle

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning

Liu, C. H., Ma, X., Gao, X. & Tang, J., Jun 1 2020, In : IEEE Transactions on Mobile Computing. 19, 6, p. 1274-1285 12 p., 8676325.

Research output: Contribution to journalArticle

3 Scopus citations