Computer Science and Engineering

Publications 1976 2018

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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: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Lenses
Composite materials
Color
Costs

Accuracy evaluation of handwritten signature verification: Rethinking the random-skilled forgeries dichotomy

Galbally, J., Gomez-Barrero, M. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 302-310 9 p.

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

dichotomies
signatures
evaluation
Network protocols

A path-constrained framework for discriminating substitutable and complementary products in e-commerce

Wang, Z., Jiang, Z., Ren, Z., Tang, J. & Yin, D. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 619-627 9 p.

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

Semantics
Experiments

ATM: A distributed, collaborative, scalable system for automated machine learning

Swearingen, T., Drevo, W., Cyphers, B., Cuesta-Infante, A., Ross, A. & Veeramachaneni, K. Jan 12 2018 Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 151-162 12 p.

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

Automatic teller machines
Learning systems
Machine Learning
Multi-armed Bandit
Choose

Computing an image Phylogeny Tree from photometrically modified iris images

Banerjee, S. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 618-626 9 p.

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

Parameter estimation
Phylogeny
smoothing
1 Citations

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 522-530 9 p.

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

2 Citations

Dense Face Alignment

Liu, Y., Jourabloo, A., Ren, W. & Liu, X. Jan 19 2018 Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1619-1628 10 p.

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

Computer vision
Testing

Extracting sub-glottal and Supra-glottal features from MFCC using convolutional neural networks for speaker identification in degraded audio signals

Chowdhury, A. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 608-617 10 p.

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

audio signals
Neural networks
filters
coefficients
learning
1 Citations

Face anti-spoofing using patch and depth-based CNNs

Atoum, Y., Liu, Y., Jourabloo, A. & Liu, X. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 319-328 10 p.

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

Biometrics
biometrics
Face recognition
attack
Experiments

Finding near-optimum and diverse solutions for a large-scale engineering design problem

Gaur, A., Talukder, A. K. M. K., Deb, K., Tiwari, S., Xu, S. & Jones, D. Feb 2 2018 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 1-8 8 p.

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

Engineering Design
Optimal Solution
Optimization
Multiobjective optimization
Multi-objective Optimization

Fingerprint indexing and matching: An integrated approach

Cao, K. & Jain, A. K. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 437-445 9 p.

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

Neural networks
Law enforcement
Glossaries
Image quality
Scalability
1 Citations

Fingerprint spoof detection using minutiae-based local patches

Chugh, T., Cao, K. & Jain, A. K. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 581-589 9 p.

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

attack
sensors
borders
Smartphones
Sensors
1 Citations

Micro behaviors: A new perspective in E-commerce recommender systems

Zhou, M., Ding, Z., Tang, J. & Yin, D. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 727-735 9 p.

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

Recommender systems
Electronic commerce
Macros
History
1 Citations

Multi-dimensional network embedding with hierarchical structure

Ma, Y., Ren, Z., Jiang, Z., Tang, J. & Yin, D. Feb 2 2018 WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary, p. 387-395 9 p.

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

Electric network analysis
Large scale systems
Websites

Soft biometric privacy: Retaining biometric utility of face images while perturbing gender

Mirjalili, V. & Ross, A. Jan 29 2018 IEEE International Joint Conference on Biometrics, IJCB 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 564-573 10 p.

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

privacy
biometrics
Biometrics
retaining
classifiers
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: Chapter in Book/Report/Conference proceedingConference contribution

Constrained optimization
Multiobjective optimization
Evolutionary algorithms
1 Citations

A comparative study of fast adaptive preference-guided evolutionary multi-objective optimization

Siegmund, F., Ng, A. H. C. & Deb, K. 2017 Evolutionary Multi-Criterion Optimization - 9th International Conference, EMO 2017, Proceedings. Springer Verlag, Vol. 10173 LNCS, p. 560-574 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10173 LNCS)

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

Evolutionary multiobjective Optimization
Reference Point
Multiobjective optimization
Comparative Study
NSGA-II

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: Chapter in Book/Report/Conference proceedingConference contribution

Muscle
Turing machines
Recurrent neural networks
Processing
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: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic Optimization Problems
Evolutionary Dynamics
Dynamic Optimization
Multiobjective Optimization Problems
Multiobjective optimization

A hybrid genetic programming decision making system for RoboCup soccer simulation

Tavafi, A. & Banzhaf, W. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1025-1032 8 p.

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

Genetic programming
Decision making
Simulators
Robots
4 Citations

An ensemble of one-class SVMs for fingerprint spoof detection across different fabrication materials

Ding, Y. & Ross, A. Jan 18 2017 8th IEEE International Workshop on Information Forensics and Security, WIFS 2016. Institute of Electrical and Electronics Engineers Inc., 7823572

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

Detectors
Fabrication
Support vector machines
Learning systems
Classifiers

An evolutionary approach to discovering execution mode boundaries for adaptive controllers

Clark, A. J., Devries, B., Moore, J. M., Cheng, B. H. C. & McKinley, P. K. Feb 9 2017 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 7850178

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

Controller
Controllers
Robots
Autonomous Robots
Evolutionary

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: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Mathematical operators
3 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: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Network architecture

A Protocol for Link Blockage Mitigation in mm-Wave Networks

Zarifneshat, M., Liu, C. J. & Xiao, L. Nov 14 2017 Proceedings - 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2017. Institute of Electrical and Electronics Engineers Inc., p. 215-223 9 p. 8108746

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

Base stations
stations
histories
bandwidth
Bandwidth

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: Chapter in Book/Report/Conference proceedingConference contribution

Volcanoes
Tomography
Sensor networks
Sensor Networks
System Design

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: Chapter in Book/Report/Conference proceedingConference contribution

Global positioning system
Tall buildings
Mobile phones
Particle accelerators
Navigation
2 Citations

Asynchronous multi-Task learning

Baytas, I. M., Yan, M., Jain, A. K. & Zhou, J. Jan 31 2017 Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 11-20 10 p. 7837825

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

Learning systems
Communication
2 Citations

Attributed network embedding for learning in a dynamic environment

Li, J., Dani, H., Hu, X., Tang, J., Chang, Y. & Liu, H. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 387-396 10 p.

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

Dynamic environment
Node
Leverage
Clustering
Network dynamics
1 Citations

Attributed signed network embedding

Wang, S., Aggarwal, C., Tang, J. & Liu, H. Nov 6 2017 CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841, p. 137-146 10 p.

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

Social networks
Node
Clustering
Prediction
Network structure
1 Citations

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: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Students
Distance education
Classifiers
2 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: Chapter in Book/Report/Conference proceedingConference contribution

Symbolic Analysis
Requirements Analysis
Evolutionary Computation
Evolutionary algorithms
Adaptive cruise control

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

Center Problem
Outlier
Combinatorial Algorithms
Lower bound
Upper bound

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

Multiobjective optimization
Evolutionary algorithms
1 Citations

Classifying metamodeling methods for evolutionary multi-objective optimization: First results

Deb, K., Hussein, R., Roy, P. & Toscano, G. 2017 Evolutionary Multi-Criterion Optimization - 9th International Conference, EMO 2017, Proceedings. Springer Verlag, Vol. 10173 LNCS, p. 160-175 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10173 LNCS)

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

Evolutionary multiobjective Optimization
Metamodeling
Multiobjective optimization
Metamodel
Taxonomies

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: Chapter in Book/Report/Conference proceedingConference contribution

Coal
Miners
Genome-Wide Association Study
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: Chapter in Book/Report/Conference proceedingConference 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: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Labels
Semantics
Coffee
Deep learning
4 Citations

Delving deep into personal photo and video search

Jiang, L., Kalantidis, Y., Cao, L., Farfade, S., Tang, J. & Hauptmann, A. G. Feb 2 2017 WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 801-810 10 p.

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

Mobile devices
9 Citations

Disentangled representation learning GAN for pose-invariant face recognition

Tran, L., Yin, X. & Liu, X. Nov 6 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January, p. 1283-1292 10 p.

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

Face recognition
Discriminators

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

Multimodal Optimization
Mathematical operators
Genetic algorithms
Genetic Algorithm
Niching

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: Chapter in Book/Report/Conference proceedingConference contribution

Repair
Multiobjective optimization
1 Citations

Efficient algorithms for predicate detection using hybrid logical clocks

Yingchareonthawornchai, S., Valapil, V. T., Kulkarni, S., Torng, E. & Demirbas, M. Jan 5 2017 Proceedings of the 18th International Conference on Distributed Computing and Networking, ICDCN 2017. Association for Computing Machinery, Vol. Part F125794, a10

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

Clocks
Monitoring
Synchronization
1 Citations

Efficient NC-OFDM-Based Control Channel Establishment in Cognitive Radio Networks

Liu, C. J., Huang, P. & Xiao, L. Jan 11 2017 Proceedings - 2016 IEEE 13th International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2016. Institute of Electrical and Electronics Engineers Inc., p. 28-36 9 p. 7815009

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

Cognitive radio
Orthogonal frequency division multiplexing
rendezvous
network control
Bandwidth

Embedded supervised feature selection for multi-class data

Chen, L., Tang, J. & Li, B. Jan 1 2017 Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 516-524 9 p.

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

Feature extraction
Labels
Electric network analysis
Information retrieval
Computer vision