Computer Science and Engineering

Publications 1980 2018

Filter
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
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 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

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

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

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

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

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

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

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

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

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

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

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

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: ResearchConference contribution

Scheduling
Radiation
Electromagnetic waves
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: ResearchConference contribution

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: ResearchConference contribution

Clocks
Recovery
Monitoring
Costs

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: ResearchConference 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: ResearchConference contribution

Smartphones
Acoustics
Acoustic waves
Wi-Fi
Bluetooth

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: ResearchConference contribution

Supply chain management
Costs
Industry
Strategic planning
Carrier transport
1 Citations

Spoofing faces using makeup: An investigative study

Chen, C., Dantcheva, A., Swearingen, T. & Ross, A. Jun 13 2017 2017 IEEE International Conference on Identity, Security and Behavior Analysis, ISBA 2017. Institute of Electrical and Electronics Engineers Inc., 7947686

Research output: ResearchConference contribution

Experiments
human being
experiment
Cosmetics
Face recognition

Students' emotional reactions to programming projects in introduction to programming: Measurement approach and influence on learning outcomes

Lishinski, A., Yadav, A. & Enbody, R. Aug 14 2017 ICER 2017 - Proceedings of the 2017 ACM Conference on International Computing Education Research. Association for Computing Machinery, Inc, p. 30-38 9 p.

Research output: ResearchConference contribution

programming
learning
student
Students
frustration

Understanding compromised accounts on twitter

Vandam, C., Tang, J. & Tan, P. N. Aug 23 2017 Proceedings - 2017 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2017. Association for Computing Machinery, Inc, p. 737-744 8 p.

Research output: ResearchConference contribution

Spamming
1 Citations

Unleash the Black Magic in Age: A Multi-Task Deep Neural Network Approach for Cross-Age Face Verification

Wang, X., Zhou, Y., Kong, D., Currey, J., Li, D. & Zhou, J. Jun 28 2017 Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017. Institute of Electrical and Electronics Engineers Inc., p. 596-603 8 p. 7961796

Research output: ResearchConference contribution

Deep neural networks
Aging of materials
Face recognition
Network architecture

Use of derived heuristics in improved performance of evolutionary optimization: An application to gold processing plant

Myburgh, C. & Deb, K. Jul 5 2017 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 830-837 8 p. 7969395

Research output: ResearchConference contribution

Gold
Processing
Evolutionary algorithms

User authentication and identification from user interface interactions on touch-enabled devices

Sharma, V. & Enbody, R. Jul 18 2017 Proceedings of the 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, WiSec 2017. Association for Computing Machinery, Inc, p. 1-11 11 p.

Research output: ResearchConference contribution

Authentication
User interfaces
Classifiers
Support vector machines
Mobile devices
2015
4 Citations

FORMULA: FactORized MUlti-task LeArning for task discovery in personalized medical models

Xu, J., Zhou, J. & Tan, P. N. 2015 SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 496-504 9 p.

Research output: ResearchConference contribution

Experiments
2009
10 Citations

Aligning computing education with engineering workforce computational needs: New curricular directions to improve computational thinking in engineering graduates

Vergara, C. E., Urban-Lurain, M., Dresen, C., Coxen, T., MacFarlane, T., Frazier, K., Briedis, D., Buch, N., Esfahanian, A. H., Paquette, L., Sticklen, J., Laprad, J. & Wolff, T. F. 2009 Proceedings - Frontiers in Education Conference, FIE. 5350463

Research output: ResearchConference contribution

graduate
engineering
education
Education computing
computer science
2006
13 Citations

Discrete differential forms for computational modeling

Desbrun, M., Kanso, E. & Tong, Y. Jul 30 2006 SIGGRAPH 2006 - ACM SIGGRAPH 2006 Courses. Association for Computing Machinery, Inc, p. 39-54 16 p.

Research output: ResearchConference contribution