Computer Science and Engineering

Publications 1980 2018

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Conference contribution
2018

360° panoramic video from a 3-camera rig

Morteza Safdarnejad, S., Liu, X. & Liu, J. 2018 Frontier Computing - Theory, Technologies and Applications, FC 2016. Springer Verlag, Vol. 422, p. 491-497 7 p. (Lecture Notes in Electrical Engineering; vol. 422)

Research output: ResearchConference contribution

Cameras
Lenses
Composite materials
Color
Costs
2017

A bi-objective hybrid constrained optimization (HyCon) method using a multi-objective and penalty function approach

Datta, R., Deb, K. & Segev, A. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 317-324 8 p. 7969329

Research output: ResearchConference contribution

Constrained optimization
Multiobjective optimization
Evolutionary algorithms

Actions as contexts

Wu, X. & Weng, J. Jun 30 2017 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-May, p. 214-221 8 p. 7965857

Research output: ResearchConference contribution

Muscle
Processing
Turing machines
Recurrent neural networks
Speech recognition

A first-order difference model-based evolutionary dynamic multiobjective optimization

Cao, L., Xu, L., Goodman, E. D. & Li, H. Jan 1 2017 Simulated Evolution and Learning - 11th International Conference, SEAL 2017, Proceedings. Springer Verlag, Vol. 10593 LNCS, p. 644-655 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10593 LNCS)

Research output: ResearchConference contribution

Dynamic Optimization Problems
Evolutionary Dynamics
Dynamic Optimization
Multiobjective Optimization Problems
Multi-objective Optimization

An evolutionary framework for analyzing the distance preserving property of weighted graphs

Zahedi, E., Mirmomeni, M. & Esfahanian, A. H. Jul 31 2017 Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Association for Computing Machinery, Inc, p. 577-584 8 p.

Research output: ResearchConference contribution

Recommender systems
Mathematical operators
2 Citations

An RNN architecture with dynamic temporal matching for personalized predictions of Parkinson's disease

Che, C., Xiao, C., Liang, J., Jin, B., Zhou, J. & Wang, F. 2017 Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 198-206 9 p.

Research output: ResearchConference contribution

Recurrent neural networks
Network architecture

A sensor network for real-time volcano tomography: System design and deployment

Phillips, D. E., Moazzami, M. M., Xing, G. & Lees, J. M. Sep 14 2017 2017 26th International Conference on Computer Communications and Networks, ICCCN 2017. Institute of Electrical and Electronics Engineers Inc., 8038445

Research output: ResearchConference contribution

Tomography
Sensor Networks
System Design
Real-time
Volcanoes

A Speed Hump Sensing Approach to Global Positioning in Urban Cities without GPS Signals

Chen, Q., DIng, D., Wang, X., Liu, A. X. & Munir, A. Jun 12 2017 2017 IEEE International Conference on Smart Computing, SMARTCOMP 2017. Institute of Electrical and Electronics Engineers Inc., 7946982

Research output: ResearchConference contribution

Global positioning system
Tall buildings
Mobile phones
Particle accelerators
Navigation

Automated classification of EEG signals for predicting students' cognitive state during learning

Liu, X., Tan, P. N., Liu, L. & Simske, S. J. Aug 23 2017 Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017. Association for Computing Machinery, Inc, p. 442-450 9 p.

Research output: ResearchConference contribution

Electroencephalography
Students
Distance education
Classifiers
1 Citations

Automatic detection of incomplete requirements using symbolic analysis and evolutionary computation

DeVries, B. & Cheng, B. H. C. 2017 Search Based Software Engineering - 9th International Symposium, SSBSE 2017, Proceedings. Springer Verlag, Vol. 10452 LNCS, p. 49-64 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10452 LNCS)

Research output: ResearchConference contribution

Symbolic Analysis
Requirements Analysis
Evolutionary Computation
Requirements
Evolutionary algorithms

Benchmarking Fingerprint Minutiae Extractors

Chugh, T., Arora, S. S., Jain, A. K. & Paulter, N. G. Sep 28 2017 2017 International Conference of the Biometrics Special Interest Group, BIOSIG 2017. Gesellschaft fur Informatik (GI), 8053498

Research output: ResearchConference contribution

Benchmarking
Interoperability
Degradation
Image acquisition
Hinges

Capacitated center problems with two-sided bounds and outliers

Ding, H., Hu, L., Huang, L. & Li, J. Jan 1 2017 Algorithms and Data Structures - 15th International Symposium, WADS 2017, Proceedings. Springer Verlag, Vol. 10389 LNCS, p. 325-336 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10389 LNCS)

Research output: ResearchConference contribution

Center Problem
Outlier
Lower bound
Upper bound
Combinatorial Algorithms

CausalSpartan: Causal consistency for distributed data stores using hybrid logical clocks

Roohitavaf, M., Demirbas, M. & Kulkarni, S. Oct 13 2017 Proceedings - 2017 IEEE 36th International Symposium on Reliable Distributed Systems, SRDS 2017. IEEE Computer Society, Vol. 2017-September, p. 184-193 10 p. 8069081

Research output: ResearchConference contribution

Distributed computer systems
Clocks
Replica
Anomaly
Partition

Challenges for evolutionary multiobjective optimization algorithms in solving variable-length problems

Li, H. & Deb, K. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2217-2224 8 p. 7969573

Research output: ResearchConference contribution

Multiobjective optimization
Evolutionary algorithms

Coal-miner: A statistical method for GWA studies of quantitative traits with complex evolutionary origins

Hejase, H. A., Pol, N. V., Bonito, G. M., Edger, P. P. & Liu, K. J. Aug 20 2017 ACM-BCB 2017 - Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, p. 107-114 8 p.

Research output: ResearchConference contribution

Coal
Genome-Wide Association Study
Miners
Statistical methods
Genes

Constraint handling in efficient global optimization

Bagheri, S., Branke, J., Konen, W., Deb, K., Allmendinger, R., Fieldsend, J., Quagliarella, D. & Sindhya, K. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 673-680 8 p.

Research output: ResearchConference contribution

Global optimization
Airfoils
Costs

Deep-Crowd-Label: A deep-learning based crowd-assisted system for location labeling

Moazzami, M. M., Singh, J., Srinivasan, V. & Xing, G. May 2 2017 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017. Institute of Electrical and Electronics Engineers Inc., p. 195-200 6 p. 7917557

Research output: ResearchConference contribution

Labeling
Labels
Deep learning
Semantics
Coffee

Doubly sparsifying network

Wang, Z., Huang, S., Zhou, J. & Huang, T. S. 2017 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 3020-3026 7 p.

Research output: ResearchConference contribution

Oxygenation
Glossaries
Brain
Signal processing
Blood
1 Citations

Effectiveness of delaying timestamp computation

Kulkarni, S. S. & Vaidya, N. H. Jul 26 2017 PODC 2017 - Proceedings of the ACM Symposium on Principles of Distributed Computing. Association for Computing Machinery, Vol. Part F129314, p. 263-272 10 p.

Research output: ResearchConference contribution

Stars
Clocks
Topology
Recovery

Effect of animat complexity on the evolution of hierarchical control

Moore, J. M., Clark, A. J. & McKinley, P. K. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 147-154 8 p.

Research output: ResearchConference contribution

Controllers
Neural networks
Muscle
Musculoskeletal system
Level control

Effect of a push operator in genetic algorithms for multimodal optimization

Dhebar, Y. & Deb, K. 2017 Computational Intelligence, Communications, and Business Analytics - 1st International Conference, CICBA 2017, Revised Selected Papers. Springer Verlag, Vol. 775, p. 3-21 19 p. (Communications in Computer and Information Science; vol. 775)

Research output: ResearchConference contribution

Multimodal Optimization
Genetic Algorithm
Operator
Gas
Mathematical operators

Effect of size and order of variables in rules for multi-objective repair-based innovization procedure

Gaur, A. & Deb, K. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2177-2184 8 p. 7969568

Research output: ResearchConference contribution

Repair
Multiobjective optimization

Enhancing clearing-based niching method using Delaunay Triangulation

Kalra, S., Rahnamayan, S. & Deb, K. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2328-2337 10 p. 7969587

Research output: ResearchConference contribution

Triangulation
Evolutionary algorithms
Data storage equipment

Evolutionary bilevel optimization using KKT proximity measure

Sinha, A., Soun, T. & Deb, K. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2412-2419 8 p. 7969597

Research output: ResearchConference contribution

Evolutionary algorithms
Function evaluation

Face Recognition Performance under Aging

Deb, D., Best-Rowden, L. & Jain, A. K. Aug 22 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July, p. 548-556 9 p. 8014816

Research output: ResearchConference contribution

Face recognition
Aging of materials
Statistical Models
Image quality
Degradation

Fast and Accurate Tracking of Population Dynamics in RFID Systems

Shahzad, M. & Liu, A. X. Jul 13 2017 Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Institute of Electrical and Electronics Engineers Inc., p. 836-846 11 p. 7980026

Research output: ResearchConference contribution

Electronic circuit tracking
Population dynamics
Radio frequency identification (RFID)
Network protocols
Inventory control

Faster algorithm for truth discovery via range cover

Huang, Z., Ding, H. & Xu, J. 2017 Algorithms and Data Structures - 15th International Symposium, WADS 2017, Proceedings. Springer Verlag, Vol. 10389 LNCS, p. 461-472 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10389 LNCS)

Research output: ResearchConference contribution

Fast Algorithm
Cover
Range of data
Truth
Data Structures

Finger-powered microfluidic electrochemical assay for point-of-care testing

Lin, T. Y., Parsenjad, S., Tu, L., Pfeiffer, T. T., Mason, A. J., Xing, G. & Lillehoj, P. B. Aug 25 2017 2017 IEEE 12th International Conference on Nano/Micro Engineered and Molecular Systems, NEMS 2017. Institute of Electrical and Electronics Engineers Inc., p. 313-317 5 p. 8017032

Research output: ResearchConference contribution

Microfluidics
Pistons
Assays
Testing
histidine-rich proteins

FitBeat: A Lightweight System for Accurate Heart Rate Measurement during Exercise

Tu, L., Huang, J., Bi, C. & Xing, G. Jun 12 2017 2017 IEEE International Conference on Smart Computing, SMARTCOMP 2017. Institute of Electrical and Electronics Engineers Inc., 7947009

Research output: ResearchConference contribution

Spectrum analysis
Signal processing

Fusion-based hybrid many-objective optimization algorithm

Ibrahim, A., Martin, M. V., Rahnamayan, S. & Deb, K. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2372-2381 10 p. 7969592

Research output: ResearchConference contribution

Fusion reactions
Multiobjective optimization

Handling practicalities in agricultural policy optimization for water quality improvements

Barnhart, B., Sinha, A., Lu, Z., Deb, K., Bostian, M., Kurkalova, L., Jha, M. & Whittaker, G. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1065-1072 8 p.

Research output: ResearchConference contribution

Water quality
Multiobjective optimization
Watersheds
Fertilizers
Farms

Harnessing hardware defects for improving wireless link performance: Measurements and applications

Renani, A. A., Huang, J., Xing, G. & Esfahanian, A. H. Oct 2 2017 INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8056967

Research output: ResearchConference contribution

Low pass filters
Telecommunication links
Hardware
Defects
Video streaming

Hash-based feature learning for incomplete continuous-valued data

Yuan, S., Tan, P. N., Cheruvelil, K. S., Fergus, C. E., Skaff, N. K. & Soranno, P. A. 2017 Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 678-686 9 p.

Research output: ResearchConference contribution

Data mining
Experiments

Interactive learning of grounded verb semantics towards human-robot communication

She, L. & Chai, J. Y. Jan 1 2017 ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), Vol. 1, p. 1634-1644 11 p.

Research output: ResearchConference contribution

Computational linguistics
Educational technology
Human robot interaction
Reinforcement learning
Linguistics

K-Protected Routing Protocol in Multi-hop Cognitive Radio Networks

Liu, C. J. & Xiao, L. Jul 13 2017 Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1312-1321 10 p. 7980071

Research output: ResearchConference contribution

Cognitive radio
Routing protocols
Video conferencing
Routing algorithms
Quality of service

Learning the implicit preference of users for effective recommendation

Forsati, R., Barjasteh, I., Ross, D. & Esfahanian, A. H. Jul 31 2017 Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Association for Computing Machinery, Inc, p. 636-639 4 p.

Research output: ResearchConference contribution

Collaborative filtering
Recommender systems
Taxonomies
Experiments

Metamodeling for multimodal selection functions in evolutionary multi-objective optimization

Roy, P., Hussein, R. & Deb, K. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 625-632 8 p.

Research output: ResearchConference contribution

Multiobjective optimization
Mathematical operators

Monitoring partially synchronous distributed systems using SMT solvers

Tekken Valapil, V., Yingchareonthawornchai, S., Kulkarni, S., Torng, E. & Demirbas, M. 2017 Runtime Verification - 17th International Conference, RV 2017, Proceedings. Springer Verlag, Vol. 10548 LNCS, p. 277-293 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10548 LNCS)

Research output: ResearchConference contribution

Synchronous Systems
Modulo
Distributed Systems
Monitoring
Framework

Monitoring quality-of-experience for operational cellular networks using machine-to-machine traffic

Ahmed, F., Erman, J., Ge, Z., Liu, A. X., Wang, J. & Yan, H. Oct 2 2017 INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8057165

Research output: ResearchConference contribution

Outages
Monitoring
Agglomeration
Sensors

Multi-modality disease modeling via collective deep matrix factorization

Wang, Q., Sun, M., Zhan, L., Thompson, P., Ji, S. & Zhou, J. Aug 13 2017 KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685, p. 1155-1164 10 p.

Research output: ResearchConference contribution

Factorization
Electric fuses
Imaging techniques
Neurodegenerative diseases
Neuroimaging

Multimodal truss structure design using bilevel and niching based evolutionary algorithms

Islam, M. J., Li, X. & Deb, K. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 274-281 8 p.

Research output: ResearchConference contribution

Evolutionary algorithms
Topology
Optimal design

Multi-objective optimization of cellular scanning strategy in selective laser melting

Ahrari, A., Deb, K., Mohanty, S. & Hattel, J. H. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2730-2737 8 p. 7969639

Research output: ResearchConference contribution

Multiobjective optimization
Melting
Scanning
Lasers
Defects
1 Citations

Multi-tenant multi-objective bandwidth allocation in datacenters using stacked congestion control

Tian, C., Munir, A., Liu, A. X., Liu, Y., Li, Y., Sun, J., Zhang, F. & Zhang, G. Oct 2 2017 INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8056944

Research output: ResearchConference contribution

Frequency allocation
Scheduling
Tunnels
Testbeds
Bandwidth
1 Citations

Novel geometric approach for global alignment of PPI networks

Liu, Y., Ding, H., Chen, D. & Xu, J. Jan 1 2017 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 31-37 7 p.

Research output: ResearchConference contribution

Proteins
Earth (planet)
Costs
1 Citations

Patient subtyping via time-aware LSTM networks

Baytas, I. M., Xiao, C., Zhang, X., Wang, F., Jain, A. K. & Zhou, J. Aug 13 2017 KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685, p. 65-74 10 p.

Research output: ResearchConference contribution

Long short-term memory
Data storage equipment
Decomposition
Processing
Experiments

Performance of container networking technologies

Zhao, Y., Xia, N., Tian, C., Li, B., Tang, Y., Wang, Y., Zhang, G., Li, R. & Liu, A. X. Aug 11 2017 HotConNet 2017 - Proceedings of the 2017 Workshop on Hot Topics in Container Networking and Networked Systems, Part of SIGCOMM 2017. Association for Computing Machinery, Inc, p. 1-6 6 p.

Research output: ResearchConference contribution

networking
performance
container
Containers
virtualization

Preserving Stabilization While Practically Bounding State Space

Valapil, V. T. & Kulkarni, S. S. Nov 28 2017 Proceedings - 2017 13th European Dependable Computing Conference, EDCC 2017. Institute of Electrical and Electronics Engineers Inc., p. 26-33 8 p. 8123549

Research output: ResearchConference contribution

Fault tree analysis
Distributed computer systems
Clocks
Stabilization
Specifications

Privacy-preserving distributed multi-task learning with asynchronous updates

Xie, L., Baytas, I. M., Lin, K. & Zhou, J. Aug 13 2017 KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685, p. 1195-1204 10 p.

Research output: ResearchConference contribution

Geographical regions
Data mining
Industry

Protein mover’s distance: A geometric framework for solving global alignment of PPI networks

Liu, M. & Ding, H. Jan 1 2017 Combinatorial Optimization and Applications - 11th International Conference, COCOA 2017, Proceedings. Springer Verlag, Vol. 10627 LNCS, p. 56-69 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10627 LNCS)

Research output: ResearchConference contribution

Protein Interaction Networks
Combinatorial Optimization
Protein-protein Interaction
Benchmarking
Alignment

Recent advances in evolutionary multi-criterionces optimization (EMO)

Deb, K. Jul 15 2017 GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 702-735 34 p.

Research output: ResearchConference contribution