Research Output

2018

Why deep neural networks: A possible theoretical explanation

Baral, C., Fuentes, O. & Kreinovich, V., 2018, Studies in Systems, Decision and Control. Springer International Publishing, p. 1-5 5 p. (Studies in Systems, Decision and Control; vol. 100).

Research output: Chapter in Book/Report/Conference proceedingChapter

7 Scopus citations

Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning

Chen, X., Han, Z., Zhang, H., Xue, G., Xiao, Y. & Bennis, M., Apr 1 2018, In : IEEE Transactions on Mobile Computing. 17, 4, p. 961-974 14 p.

Research output: Contribution to journalArticle

22 Scopus citations

XNOR-RRAM: A scalable and parallel resistive synaptic architecture for binary neural networks

Sun, X., Yin, S., Peng, X., Liu, R., Seo, J. & Yu, S., Apr 19 2018, Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1423-1428 6 p.

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

46 Scopus citations

X-Point PUF: Exploiting Sneak Paths for a Strong Physical Unclonable Function Design

Liu, R., Chen, P. Y., Peng, X. & Yu, S., Oct 2018, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 65, 10, p. 3459-3468 10 p., 8316257.

Research output: Contribution to journalArticle

2 Scopus citations

X-Rank: Explainable ranking in complex multi-layered networks

Kang, J., Xia, Y., Freitas, S., Cao, N., Yu, H. & Tong, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1959-1962 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

2 Scopus citations
2017

50th anniversary international medical informatics association (IMIA) history working group and its projects

Kulikowski, C. A., Mihalas, G., Greenes, R., Yacubsohn, V. & Park, H. A., Jan 1 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. IOS Press, p. 758-762 5 p. (Studies in Health Technology and Informatics; vol. 245).

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

2 Scopus citations

A Bayesian reliability evaluation method with different types of data from multiple sources

Wang, L., Pan, R., Wang, X., Fan, W. & Xuan, J., Nov 1 2017, In : Reliability Engineering and System Safety. 167, p. 128-135 8 p.

Research output: Contribution to journalArticle

18 Scopus citations

A clinical decision support system using multi-modality imaging data for disease diagnosis

Gaw, N., Schwedt, T. J., Chong, C. D., Wu, T. & Li, J., Nov 30 2017, (Accepted/In press) In : IISE Transactions on Healthcare Systems Engineering. p. 1-11 11 p.

Research output: Contribution to journalArticle

1 Scopus citations

A Clock Skewing Strategy to Reduce Power and Area of ASIC Circuits

Kulkarni, N., Dengi, E. & Vrudhula, S., Jun 18 2017, Proceedings of the 54th Annual Design Automation Conference 2017, DAC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. Part 128280. 67

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

1 Scopus citations

A computational approach to relative aesthetics

Gattupalli, V., Chandakkar, P. S. & Li, B., Apr 13 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 2446-2451 6 p. 7900003

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

1 Scopus citations

Action-Level Real-Time Network-on-Chip Modeling

Gholami, S. & Sarjoughian, H., Sep 1 2017, In : Simulation Modelling Practice and Theory. 77, p. 272-291 20 p.

Research output: Contribution to journalArticle

3 Scopus citations

Adapting downlink power in fronthaul-constrained hierarchical software-defined RANs

Chen, X., Han, Z., Chang, Z., Xue, G., Zhang, H. & Bennis, M., May 10 2017, 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7925773

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

4 Scopus citations

Adaptive spammer detection with sparse group modeling

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 319-326 8 p.

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

19 Scopus citations

A data-driven compressive sensing framework tailored for energy-efficient wearable sensing

Xu, K., Li, Y. & Ren, F., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 861-865 5 p. 7952278

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

4 Scopus citations

A defense system for defeating DDoS attacks in SDN based networks

Alshamrani, A., Chowdhary, A., Pisharody, S., Lu, D. & Huang, D., Nov 21 2017, MobiWac 2017 - Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access, Co-located with MSWiM 2017. Association for Computing Machinery, Inc, p. 83-92 10 p. (MobiWac 2017 - Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access, Co-located with MSWiM 2017).

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

17 Scopus citations

Adoption as a social marker: Innovation diffusion with outgroup aversion

Smaldino, P. E., Janssen, M., Hillis, V. & Bednar, J., 2017, In : Journal of Mathematical Sociology. 41, 1, p. 26-45 20 p.

Research output: Contribution to journalArticle

7 Scopus citations

Affect Measurement: A Roadmap Through Approaches, Technologies, and Data Analysis

Gonzalez-Sanchez, J., Baydogan, M., Chavez-Echeagaray, M. E., Atkinson, R. & Burleson, W., Apr 17 2017, Emotions and Affect in Human Factors and Human-Computer Interaction. Elsevier, p. 255-288 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

A framework for interactive geospatial map cleaning using GPS trajectories

Vementala, N., Papotti, P. & Elsayed, M., Nov 7 2017, Proceedings of IWCTS 2017: 10th ACM SIGSPATIAL International Workshop on Computational Transportation Science. Association for Computing Machinery, p. 19-23 5 p. (ACM International Conference Proceeding Series).

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

1 Scopus citations

A framework for mapping and comparing behavioural theories in models of social-ecological systems

Schlüter, M., Baeza-Castro, A., Dressler, G., Frank, K., Groeneveld, J., Jager, W., Janssen, M., McAllister, R. R. J., Müller, B., Orach, K., Schwarz, N. & Wijermans, N., Jan 1 2017, In : Ecological Economics. 131, p. 21-35 15 p.

Research output: Contribution to journalArticle

103 Scopus citations

A game theoretic approach to strategy generation for moving target defense in web applications

Sengupta, S., Vadlamudi, S. G., Kambhampati, S., Doupe, A., Zhao, Z., Taguinod, M. & Ahn, G-J., Jan 1 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 1. p. 178-186 9 p.

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

17 Scopus citations

A GRASP-Tabu Heuristic Approach to Territory Design for Pickup and Delivery Operations for Large-Scale Instances

González-Ramírez, R. G., Smith, N. R., Askin, R., Camacho-Vallejo, J. F. & González-Velarde, J. L., 2017, In : Mathematical Problems in Engineering. 2017, 4708135.

Research output: Contribution to journalArticle

3 Scopus citations

A hierarchical framework for recovery in compressive sensing

Colbourn, C., Horsley, D. & Syrotiuk, V., 2017, (Accepted/In press) In : Discrete Applied Mathematics.

Research output: Contribution to journalArticle

3 Scopus citations

A human-robot interaction perspective on assistive and rehabilitation robotics

Beckerle, P., Salvietti, G., Unal, R., Prattichizzo, D., Rossi, S., Castellini, C., Hirche, S., Endo, S., Ben Amor, H., Ciocarlie, M., Mastrogiovanni, F., Argall, B. D. & Bianchi, M., May 23 2017, In : Frontiers in Neurorobotics. 11, MAY, 24.

Research output: Contribution to journalReview article

34 Scopus citations

A hybrid scheduling approach for a two-stage flexible flow shop with batch processing machines

Tan, Y., Mönch, L. & Fowler, J., Jun 13 2017, (Accepted/In press) In : Journal of Scheduling. p. 1-18 18 p.

Research output: Contribution to journalArticle

15 Scopus citations

A local algorithm for structure-preserving graph cut

Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 655-664 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

25 Scopus citations

A logic approach to modelling nomenclatural change

Franz, N., Zhang, C. & Lee, J., 2017, (Accepted/In press) In : Cladistics.

Research output: Contribution to journalArticle

3 Scopus citations

A mobile application to support collection and analytics of real-time critical care data

Vankipuram, A., Vankipuram, M., Ghaemmaghami, V. & Patel, V., Nov 1 2017, In : Computer Methods and Programs in Biomedicine. 151, p. 45-55 11 p.

Research output: Contribution to journalArticle

3 Scopus citations

A Multilayer Approach to Designing Energy-Efficient and Reliable ReRAM Cross-Point Array System

Mao, M., Chen, P. Y., Yu, S. & Chakrabarti, C., Jan 30 2017, (Accepted/In press) In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Research output: Contribution to journalArticle

8 Scopus citations

A multi-response multilevel model with application in nurse care coordination

Si, B., Lamb, G., Schmitt, M. H. & Li, J., 2017, In : IISE Transactions. 49, 7, p. 669-681 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

An adaptive machine translator for multilingual communication

Lane, R. & Bansal, A., Aug 7 2017, Proceedings - 2017 IEEE 26th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE 2017. Cellary, W., Fugini, M. & Reddy, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 21-23 3 p. 8003780

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

2 Scopus citations

An adaptive time reduction technique for video lectures

Shenoy, S. P., Amresh, A. & Femiani, J., 2017, Proceedings of the 12th International Conference on e-Learning, ICEL 2017. Academic Conferences Limited, p. 267-276 10 p.

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

Analysis of definitive screening designs: Screening vs prediction

Weese, M. L., Ramsey, P. J. & Montgomery, D., Jan 1 2017, (Accepted/In press) In : Applied Stochastic Models in Business and Industry.

Research output: Contribution to journalArticle

3 Scopus citations

Analysis of RRAM Reliability Soft-Errors on the Performance of RRAM-Based Neuromorphic Systems

Tosson, A. M. S., Yu, S., Anis, M. H. & Wei, L., Jul 20 2017, Proceedings - 2017 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2017. IEEE Computer Society, Vol. 2017-July. p. 62-67 6 p. 7987496

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

4 Scopus citations

Analyzing emergency evacuation strategies for mass gatherings using crowd simulation and analysis framework: Hajj scenario

Mahmood, I., Haris, M. & Sarjoughian, H., May 16 2017, SIGSIM-PADS 2017 - Proceedings of the 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation. Association for Computing Machinery, Inc, p. 231-240 10 p.

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

9 Scopus citations

Analyzing inference robustness of RRAM synaptic array in low-precision neural network

Liu, R., Lee, H. Y. & Yu, S., Oct 12 2017, 2017 47th European Solid-State Device Research Conference, ESSDERC 2017. Editions Frontieres, p. 8-21 14 p. 8066581. (European Solid-State Device Research Conference; vol. 0).

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

5 Scopus citations

An analytical solution for pseudosteady-state flow in a hydraulically fractured stratified reservoir with interlayer crossflows

Sun, H., Ning, Z., Yang, X., Lu, Y., Jin, Y. & Chen, K., Aug 2017, In : SPE Journal. 22, 4, p. 1103-1111 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

An Approach to QoS-based Task Distribution in Edge Computing Networks for IoT Applications

Song, Y., Yau, S-S., Yu, R., Zhang, X. & Xue, G., Sep 7 2017, Proceedings - 2017 IEEE 1st International Conference on Edge Computing, EDGE 2017. Institute of Electrical and Electronics Engineers Inc., p. 32-39 8 p. 8029254

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

34 Scopus citations

An automatic RTL compiler for high-throughput FPGA implementation of diverse deep convolutional neural networks

Ma, Y., Cao, Y., Vrudhula, S. & Seo, J., Oct 2 2017, 2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017. Gohringer, D., Stroobandt, D., Mentens, N., Santambrogio, M. & Nurmi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 8056824. (2017 27th International Conference on Field Programmable Logic and Applications, FPL 2017).

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

45 Scopus citations

An economic off-line quality control approach for unstable production processes

Chen, Z., Pan, R. & Cui, L., May 10 2017, (Accepted/In press) In : Quality Engineering. p. 1-20 20 p.

Research output: Contribution to journalArticle

2 Scopus citations

Angr - The Next Generation of Binary Analysis

Wang, F. & Shoshitaishvili, Y., Oct 20 2017, Proceedings - 2017 IEEE Cybersecurity Development Conference, SecDev 2017. Institute of Electrical and Electronics Engineers Inc., p. 8-9 2 p. 8077799

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

9 Scopus citations

An Optimal Transportation Based Univariate Neuroimaging Index

Mi, L., Zhang, W., Zhang, J., Fan, Y., Goradia, D., Chen, K., Reiman, E. M., Gu, X. & Wang, Y., Dec 22 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., p. 182-191 10 p. 8237291. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

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

3 Scopus citations

Answering location-Aware graph reachability queries on geosocial data

Elsayed, M. & Sun, Y., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 207-210 4 p. 7929972

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

4 Scopus citations

A Parallel FastTrack Data Race Detector on Multi-core Systems

Song, Y. W. & Lee, Y-H., Jun 30 2017, Proceedings - 2017 IEEE 31st International Parallel and Distributed Processing Symposium, IPDPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 387-396 10 p. 7967128

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

3 Scopus citations

A randomized approach for crowdsourcing in the presence of multiple views

Zhou, Y. & He, J., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 685-694 10 p.

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

14 Scopus citations

A Secure Microservice Framework for IoT

Lu, D., Huang, D., Walenstein, A. & Medhi, D., Jun 7 2017, Proceedings - 11th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2017. Institute of Electrical and Electronics Engineers Inc., p. 9-18 10 p. 7943286

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

26 Scopus citations

A sequential tree-based classifier for personalized biomarker testing of Alzheimer's disease risk

Si, B., Yakushev, I. & Li, J., Oct 3 2017, (Accepted/In press) In : IISE Transactions on Healthcare Systems Engineering. p. 1-13 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

A Smart Gateway Framework for IOT Services

Lee, Y-H. & Nair, S., May 1 2017, Proceedings - 2016 IEEE International Conference on Internet of Things; IEEE Green Computing and Communications; IEEE Cyber, Physical, and Social Computing; IEEE Smart Data, iThings-GreenCom-CPSCom-Smart Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 107-114 8 p. 7917072

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

6 Scopus citations

A sparse partitioned-regression model for nonlinear system-environment interactions

Ning, S., Byon, E., Wu, T. & Li, J., 2017, In : IISE Transactions. 49, 8, p. 814-826 13 p.

Research output: Contribution to journalArticle

A spectrum auction under physical interference model

Zhang, Y., Yang, D., Xue, G. & Tang, J., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841549

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

1 Scopus citations