Computer Science and Engineering

Publications 1980 2017

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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

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 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

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

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

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

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

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

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

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

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-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

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

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
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: Chapter in Book/Report/Conference proceedingConference contribution

individual
Experiments
human being
identity
experiment
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: Chapter in Book/Report/Conference proceedingConference contribution

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

Gold
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: Chapter in Book/Report/Conference proceedingConference contribution

Authentication
Classifiers
User interfaces
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: Chapter in Book/Report/Conference proceedingConference 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: Chapter in Book/Report/Conference proceedingConference contribution

engineering
education
process
Education computing
problem solving
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: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations

Stable, circulation-preserving, simplicial fluids

Elcott, S., Tong, Y., Kanso, E., Schröder, P. & Desbrun, M. Jul 30 2006 SIGGRAPH 2006 - ACM SIGGRAPH 2006 Courses. Association for Computing Machinery, Inc, p. 60-68 9 p.

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

Conservation
Fluids
Vorticity
Angular momentum
Convergence of numerical methods
2005
2 Citations

An approach to implementing dynamic adaptation in C++

Fleming, S. D., Cheng, B. H. C., Kurt Stirewalt, R. E. & McKinley, P. K. May 21 2005 Proceedings of the 2005 Workshop on Design and Evolution of Autonomic Application Software, DEAS 2005. Association for Computing Machinery, Inc

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

3 Citations

Building component families to support adaptation

Biyani, K. N. & Kulkarni, S. S. May 21 2005 Proceedings of the 2005 Workshop on Design and Evolution of Autonomic Application Software, DEAS 2005. Association for Computing Machinery, Inc

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

Synchronization
Dynamical systems
Specifications
2 Citations

Chapter 7: Discrete differential forms for computational modeling

Desbrun, M., Kanso, E. & Tong, Y. Jul 31 2005 ACM SIGGRAPH 2005 Courses, SIGGRAPH 2005. Association for Computing Machinery, Inc, a7

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

2 Citations

Chapter 9: Discrete, vorticity-preserving, and stable simplicial fluids

Elcott, S., Tong, Y., Kanso, E., Schröder, P. & Desbrun, M. Jul 31 2005 ACM SIGGRAPH 2005 Courses, SIGGRAPH 2005. Association for Computing Machinery, Inc, a9

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

Fluids
Vorticity
Conservation
Angular momentum
Convergence of numerical methods
18 Citations

Transparent shaping of existing software to support pervasive and autonomic computing

Masoud Sadjadi, S., McKinley, P. K. & Cheng, B. H. C. May 21 2005 Proceedings of the 2005 Workshop on Design and Evolution of Autonomic Application Software, DEAS 2005. Association for Computing Machinery, Inc

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

Aspect oriented programming
Middleware
Software engineering
1994

A formal approach to modeling expected behavior in parallel program visualizations

Sharnowski, J. L. & Cheng, B. H. C. 1994 PARLE 1994 – Parallel Architectures and Languages Europe - 6th International PARLE Conference, Proceedings. Springer Verlag, Vol. 817 LNCS, p. 202-213 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 817 LNCS)

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

Visualization
Parallel programs
Debugging
Modeling
Conceptual model
1 Citations

A system for automated deduction in graphical interval logic

Melliar-Smith, P. M., Moser, L. E., Ramakrishna, Y. S., Kutty, G. & Dillon, L. K. 1994 Temporal Logic - 1st International Conference, ICTL 1994, Proceedings. Springer Verlag, Vol. 827 LNAI, p. 540-542 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 827 LNAI)

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

1 Citations

First-order future interval logic

Kutty, G., Moser, L. E., Melliar-Smith, P. M., Dillon, L. K. & Ramakrishna, Y. S. 1994 Temporal Logic - 1st International Conference, ICTL 1994, Proceedings. Springer Verlag, Vol. 827 LNAI, p. 195-209 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 827 LNAI)

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

Logic
Specifications
Interval
Temporal logic
Reasoning
57 Citations

Long path problems

Horn, J., Goldberg, D. E. & Deb, K. 1994 Parallel Problem Solving from Nature - PPSN III - International Conference on Evolutionary Computation, The 3rd Conference on Parallel Problem Solving from Nature, Proceedings. Springer Verlag, Vol. 866 LNCS, p. 149-158 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 866 LNCS)

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

Evolutionary algorithms
Genetic algorithms
Global optimum
Longest path
Path
1993
11 Citations

Adaptive multicast wormhole routing in 2D mesh multicomputers

Lin, X., McKinley, P. K. & Esfahanian, A. H. 1993 PARLE 1993 - Parallel Architectures and Languages Europe - 5th International PARLE Conference, Proceedings. Springer Verlag, Vol. 694 LNCS, p. 228-241 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 694 LNCS)

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

Routing algorithms
Multicast routing
Wormhole routing
Deadlock
Multicomputers