Computer Science and Engineering

Publications 1980 2018

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

3D-RadVis Antenna: Visualization and performance measure for many-objective optimization

Ibrahim, A., Rahnamayan, S., Martin, M. V. & Deb, K. 2017 (Accepted/In press) In : Swarm and Evolutionary Computation.

Research output: Research - peer-reviewArticle

Performance Measures
Antenna
Visualization
Optimization
Antennas

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

Accelerating nuclear configuration interaction calculations through a preconditioned block iterative eigensolver

Shao, M., Aktulga, H. M., Yang, C., Ng, E. G., Maris, P. & Vary, J. P. 2017 (Accepted/In press) In : Computer Physics Communications.

Research output: Research - peer-reviewArticle

configuration interaction
Iterative methods
supercomputers
parallel computers
microprocessors

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

Adaptive 3D Face Reconstruction from Unconstrained Photo Collections

Roth, J., Tong, Y. & Liu, X. Nov 1 2017 In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 11, p. 2127-2141 15 p., 7776921

Research output: Research - peer-reviewArticle

Face
Image quality
Lighting
Internet
Photometric Stereo

Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems

Liu, H. L., Chen, L., Zhang, Q. & Deb, K. Jul 12 2017 (Accepted/In press) In : IEEE Transactions on Evolutionary Computation.

Research output: Research - peer-reviewArticle

Optimization Problem
Pareto Front
Multi-objective Optimization
Approximation
Estimate

A novel non-dominated sorting algorithm for evolutionary multi-objective optimization

Bao, C., Xu, L., Goodman, E. D. & Cao, L. 2017 (Accepted/In press) In : Journal of Computational Science.

Research output: Research - peer-reviewArticle

Evolutionary multiobjective Optimization
Sorting algorithm
Sorting
Multiobjective optimization
Sort
1 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 sensitive short read homology search tool for paired-end read sequencing data

Techa-Angkoon, P., Sun, Y. & Lei, J. Oct 16 2017 In : BMC Bioinformatics. 18, 414

Research output: Research - peer-reviewArticle

Sequencing
Homology
Datasets
Metagenomics
RNA

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 Shifting Framework for Set Queries

Yang, T., Liu, A. X., Shahzad, M., Yang, D., Fu, Q., Xie, G. & Li, X. Aug 17 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Data structures
Data storage equipment
Computer networks
Experiments

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

A traffic flow approach to early detection of gathering events: Comprehensive results

Khezerlou, A. V., Zhou, X., Li, L., Shafiq, Z., Liu, A. X. & Zhang, F. Jul 1 2017 In : ACM Transactions on Intelligent Systems and Technology. 8, 6, 74

Research output: Research - peer-reviewArticle

Traffic Flow
Likely
Computational efficiency
Sustainable development
Traffic

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

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

Behavior Based Human Authentication on Touch Screen Devices Using Gestures and Signatures

Shahzad, M., Liu, A. X. & Samuel, A. Oct 1 2017 In : IEEE Transactions on Mobile Computing. 16, 10, p. 2726-2741 16 p., 7776938

Research output: Research - peer-reviewArticle

Touch screens
Authentication
Slate
Mobile computing
Experiments

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

Coloring 3d printed surfaces by thermoforming

Zhang, Y., Tong, Y. & Zhou, K. Aug 1 2017 In : IEEE Transactions on Visualization and Computer Graphics. 23, 8, p. 1924-1935 12 p., 7536161

Research output: Research - peer-reviewArticle

Thermoforming
Coloring
Color
Plastic sheets
Molds

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

Detecting and Localizing End-to-End Performance Degradation for Cellular Data Services Based on TCP Loss Ratio and Round Trip Time

Ahmed, F., Erman, J., Ge, Z., Liu, A. X., Wang, J. & Yan, H. Oct 20 2017 (Accepted/In press) In : IEEE/ACM Transactions on Networking.

Research output: Research - peer-reviewArticle

Degradation
Association rules

Detecting clinically related content in online patient posts

VanDam, C., Kanthawala, S., Pratt, W., Chai, J. & Huh, J. Nov 1 2017 In : Journal of Biomedical Informatics. 75, p. 96-106 11 p.

Research output: Research - peer-reviewArticle

Health
Medical problems
Classifiers
Moderators
Automation
MODIS
Landsat
imagery
irrigation
time series

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

Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS

Duan, J., Wu, C., Le, F., Liu, A. X. & Peng, Y. Oct 4 2017 (Accepted/In press) In : IEEE Journal on Selected Areas in Communications.

Research output: Research - peer-reviewArticle

Systems analysis
Virtualization
Multimedia services
Cost reduction
Topology

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
1 Citations

Fingerprint Recognition of Young Children

Jain, A. K., Arora, S. S., Cao, K., Best-Rowden, L. & Bhatnagar, A. Jul 1 2017 In : IEEE Transactions on Information Forensics and Security. 12, 7, p. 1501-1514 14 p., 7782364

Research output: Research - peer-reviewArticle

Ink
Statistical Models

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

Gold Fingers: 3D Targets for Evaluating Capacitive Readers

Arora, S. S., Jain, A. K. & Paulter, N. G. Sep 1 2017 In : IEEE Transactions on Information Forensics and Security. 12, 9, p. 2067-2077 11 p., 7903634

Research output: Research - peer-reviewArticle

Access control
Gold
Smartphones
Coatings
3D printers

Greenhouse climate fuzzy adaptive control considering energy saving

Su, Y., Xu, L. & Goodman, E. D. Aug 1 2017 In : International Journal of Control, Automation and Systems. 15, 4, p. 1936-1948 13 p.

Research output: Research - peer-reviewArticle

Greenhouses
Energy conservation
Actuators
Crops
Climate control

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

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

IARPA Janus Benchmark-B Face Dataset

Whitelam, C., Taborsky, E., Blanton, A., Maze, B., Adams, J., Miller, T., Kalka, N., Jain, A. K., Duncan, J. A., Allen, K., Cheney, J. & Grother, P. Aug 22 2017 Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July, p. 592-600 9 p. 8014821

Research output: ResearchConference contribution

Face recognition
Metadata
Lighting
Detectors
Testing

Intelligent and automatic in vivo detection and quantification of transplanted cells in MRI

Afridi, M. J., Ross, A., Liu, X., Bennewitz, M. F., Shuboni, D. D. & Shapiro, E. M. Nov 1 2017 In : Magnetic Resonance in Medicine. 78, 5, p. 1991-2002 12 p.

Research output: Research - peer-reviewArticle

Magnetic Resonance Imaging
Cell Tracking
Mesenchymal Stromal Cells
Brain
In Vitro Techniques

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

Latent Fingerprint Value Prediction: Crowd-based Learning

Chugh, T., Cao, K., Zhou, J., Tabassi, E. & Jain, A. K. Jun 28 2017 (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Research - peer-reviewArticle

Processing

Long range iris recognition: A survey

Nguyen, K., Fookes, C., Jillela, R., Sridharan, S. & Ross, A. Dec 1 2017 In : Pattern Recognition. 72, p. 123-143 21 p.

Research output: Research - peer-reviewArticle

Image acquisition
Hardware
Access control
Image processing
Throughput

MasterPrint: Exploring the Vulnerability of Partial Fingerprint-Based Authentication Systems

Roy, A., Memon, N. & Ross, A. Sep 1 2017 In : IEEE Transactions on Information Forensics and Security. 12, 9, p. 2013-2025 13 p., 7893784

Research output: Research - peer-reviewArticle

Authentication
Sensors
Consumer electronics
Smartphones

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