Computer Science and Engineering

Publications 1980 2017

2017

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

Ibrahim, A., Rahnamayan, S., Martin, M. V. & Deb, K. 2017 In : Swarm and Evolutionary Computation.

Research output: Contribution to journalArticle

Visualization
Antenna
Pareto front
Solution set
Performance measures

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

Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems

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

Research output: Contribution to journalArticle

Optimization problem
Pareto front
Multiobjective optimization
Multi-objective optimization
Approximation
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: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Network architecture

A Shifting Framework for Set Queries

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

Research output: Contribution to journalArticle

Data structures
Computer networks
Association reactions
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: Chapter in Book/Report/Conference proceedingConference 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: Contribution to journalArticle

Likely
Computational efficiency
Sustainable development
Traffic flow
Traffic

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

Requirements
Evolutionary algorithms
Specifications
Symbolic analysis
Evolutionary computation

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: Contribution to journalArticle

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: Chapter in Book/Report/Conference proceedingConference contribution

Multiobjective optimization
Evolutionary algorithms

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: Contribution to journalArticle

Thermoforming
Color
Plastic sheets
Coloring
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: Chapter in Book/Report/Conference proceedingConference contribution

Global optimization
Airfoils
Costs

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 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

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: Chapter in Book/Report/Conference proceedingConference contribution

Triangulation
Evolutionary algorithms

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

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

Radio frequency identification (RFID)
Electronic circuit tracking
Population dynamics
Inventory control
Supply chain management

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: Chapter in Book/Report/Conference proceedingConference contribution

Data structures
Cover
Range of data
Fast algorithm
Resolve
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: Contribution to journalArticle

Ink

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: Chapter in Book/Report/Conference proceedingConference 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: Chapter in Book/Report/Conference proceedingConference 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: Contribution to journalArticle

Gold
Access control
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: Contribution to journalArticle

Greenhouses
Actuators
Crops
Energy conservation
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: Chapter in Book/Report/Conference proceedingConference contribution

Multiobjective optimization
Watersheds
Water quality
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: Chapter in Book/Report/Conference proceedingConference 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: Chapter in Book/Report/Conference proceedingConference contribution

Face recognition
Metadata
Lighting
Detectors
Testing

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: Chapter in Book/Report/Conference proceedingConference 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 In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

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: Contribution to journalArticle

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: Contribution to journalArticle

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

Modulo
Monitoring
Synchronous systems
Distributed systems
Concurrency

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

Topology
Evolutionary algorithms

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: Chapter in Book/Report/Conference proceedingConference contribution

Scanning
Melting
Defects
Lasers
3D printers
Neural networks
Magnetic resonance imaging
Availability

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: Chapter in Book/Report/Conference proceedingConference contribution

Decomposition
Experiments

Privacy and Integrity Preserving Top-k Query Processing for Two-Tiered Sensor Networks

Li, R., Liu, A. X., Xiao, S., Xu, H., Bruhadeshwar, B. & Wang, A. L. May 5 2017 In : IEEE/ACM Transactions on Networking.

Research output: Contribution to journalArticle

Query processing
Sensors
Sensor networks
Hash functions
History

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: Chapter in Book/Report/Conference proceedingConference contribution

Geographical regions
Data mining
Industry

Radiation constrained scheduling of wireless charging tasks

Dai, H., Ma, H. & Liu, A. X. Jul 10 2017 MobiHoc 2017 - Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing. Association for Computing Machinery, Vol. Part F129153, a17

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

Electromagnetic waves
Scheduling
Radiation
Parallel algorithms
Linear programming

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: Chapter in Book/Report/Conference proceedingConference contribution

Reducing the loss of agricultural productivity due to compact urban development in municipalities of Switzerland

Schwaab, J., Deb, K., Goodman, E., Lautenbach, S., van Strien, M. & Grêt-Regamey, A. Sep 1 2017 In : Computers, Environment and Urban Systems. 65, p. 162-177 16 p.

Research output: Contribution to journalArticle

productivity
municipality
Switzerland
land
objective

Retrospective Lightweight Distributed Snapshots Using Loosely Synchronized Clocks

Charapko, A., Ailijiang, A., Demirbas, M. & Kulkarni, S. Jul 13 2017 Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Institute of Electrical and Electronics Engineers Inc., p. 2061-2066 6 p. 7980150

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

Clocks
Recovery
Monitoring
Costs
1 Citations

Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications

Li, X., Epitropakis, M. G., Deb, K. & Engelbrecht, A. Aug 1 2017 In : IEEE Transactions on Evolutionary Computation. 21, 4, p. 518-538 21 p., 7782373

Research output: Contribution to journalReview article

Niching
Learning systems
Feature extraction
Multimodal optimization
Ensemble learning

Self-improving indoor localization by profiling outdoor movement on smartphones

Qiu, C. & Mutka, M. W. Jul 10 2017 18th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2017 - Conference. Institute of Electrical and Electronics Engineers Inc., 7974311

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

Smartphones
Accelerometers
Global positioning system
Learning algorithms
Sensors

Silent whistle: Effective indoor positioning with assistance from acoustic sensing on smartphones

Qiu, C. & Mutka, M. W. Jul 10 2017 18th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2017 - Conference. Institute of Electrical and Electronics Engineers Inc., 7974312

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

Acoustics
Wi-Fi
Smartphones
Bluetooth
Triangulation

Solving a supply-chain management approach problem using a bilevel

Lu, Z., Deb, K., Goodman, E. & Wassick, J. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1185-1192 8 p.

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

Costs
Supply chain management
Association reactions
Industry
Strategic planning

Spectral Affine-Kernel Embeddings

Budninskiy, M., Liu, B., Tong, Y. & Desbrun, M. Aug 1 2017 In : Computer Graphics Forum. 36, 5, p. 117-129 13 p.

Research output: Contribution to journalArticle

Mathematical operators
Geometry
Big data