Tandon School of Engineering

Research Output 1880 2020

Filter
Conference contribution
2017

A Stackelberg game perspective on the conflict between machine learning and data obfuscation

Pawlick, J. & Zhu, Q., Jan 18 2017, 8th IEEE International Workshop on Information Forensics and Security, WIFS 2016. Institute of Electrical and Electronics Engineers Inc., 7823893

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

Mountings
privacy
Learning systems
Internet
learning

A theoretical framework for the study of compression sensing in ionic polymer metal composites

Volpini, V., Bardella, L., Rodella, A., Cha, Y. & Porfiri, M., 2017, Electroactive Polymer Actuators and Devices (EAPAD) 2017. SPIE, Vol. 10163. 101630M

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

Ionic Polymer-metal Composite
Polymers
Compaction
Sensing
Compression

Autoencoder-augmented neuroevolution for visual doom playing

Alvernaz, S. & Togelius, J., Oct 23 2017, 2017 IEEE Conference on Computational Intelligence and Games, CIG 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. 8080408

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

Controllers
Reinforcement learning
Pixels
Health
Neural networks

Backpage and bitcoin: Uncovering human traffickers

Portnoff, R. S., Huang, D. Y., Doerfler, P., Afroz, S. & McCoy, D., 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. 1595-1604 10 p.

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

Learning systems
Marketing
Sales
Classifiers
Concretes

BalCon: A distributed elastic SDN control via efficient switch migration

Cello, M., Xu, Y., Walid, A., Wilfong, G., Chao, H. J. & Marchese, M., May 9 2017, Proceedings - 2017 IEEE International Conference on Cloud Engineering, IC2E 2017. Institute of Electrical and Electronics Engineers Inc., p. 40-50 11 p. 7923785

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

Switches
Controllers
Software defined networking
Software
Networking

BandiTS: Dynamic timing speculation using multi-armed bandit based optimization

Zhang, J. J. & Garg, S., May 11 2017, Proceedings of the 2017 Design, Automation and Test in Europe, DATE 2017. Institute of Electrical and Electronics Engineers Inc., p. 922-925 4 p. 7927121

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

Error probability

Boolean circuit camouflage: Cryptographic models, limitations, provable results and a random oracle realization

Di Crescenzo, G., Rajendran, J., Karri, R. & Memon, N., Nov 3 2017, ASHES 2017 - Proceedings of the 2017 Workshop on Attacks and Solutions in Hardware Security, co-located with CCS 2017. Association for Computing Machinery, Inc, p. 7-16 10 p.

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

Camouflage
Networks (circuits)
Cryptography
Hardware
Integrated circuits

Bridging the digital divide between research and home networks

Smith-Salzberg, C., Fund, F. & Panwar, S., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 444-449 6 p. 8116417

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

Digital Divide
Home Network
Home networks
Testbeds
Testbed

Can you feel it? Evaluation of affective expression in music generated by MetaCompose

Scirea, M., Eklund, P., Togelius, J. & Risi, S., Jul 1 2017, GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 211-218 8 p.

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

Multiobjective optimization
Evolutionary algorithms
Experiments

CASENet: Deep category-aware semantic edge detection

Yu, Z., Feng, C., Liu, M. Y. & Ramalingam, S., 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. 1761-1770 10 p.

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

Edge detection
Semantics
Labels
Chemical activation
Object recognition

Communication limits of on-chip graphene plasmonic interconnects

Rakheja, S., May 2 2017, Proceedings of the 18th International Symposium on Quality Electronic Design, ISQED 2017. IEEE Computer Society, p. 45-51 7 p. 7918291

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

Graphene
Waveguides
Communication
Multilayers
Analytical models

Comparison of four super-resolution techniques for complex spectra or points estimation

Peng, G. & Lu, I-T., Aug 3 2017, 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017. Institute of Electrical and Electronics Engineers Inc., 8001978

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

Covariance matrix
estimating
estimates
matrices

Comparison of live stimuli and 3D printed replicas: Preference tests for zebrafish

Ruberto, T., Polverino, G. & Porfiri, M., 2017, Bioinspiration, Biomimetics, and Bioreplication 2017. SPIE, Vol. 10162. 101620N

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

Replica
robotics
replicas
stimuli
Robotics

Computational intelligence and cognitive performance assessment games

Holmgard, C., Togelius, J. & Henriksen, L., Feb 21 2017, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE Computer Society, 7860388

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

Artificial intelligence
Mobile devices
Testing

Connected cruise control for a platoon of human-operated and autonomous vehicles using adaptive dynamic programming

Huang, M., Gao, W. & Jiang, Z-P., Sep 7 2017, Proceedings of the 36th Chinese Control Conference, CCC 2017. IEEE Computer Society, p. 9478-9483 6 p. 8028869

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

Cruise control
Adaptive Dynamics
Vehicle Dynamics
Autonomous Vehicles
Dynamic programming

Contact-dependent balance stability of walking robots

Mummolo, C., Peng, W. Z., Gonzalez, C. & Kim, J. H., Jan 1 2017, 41st Mechanisms and Robotics Conference. American Society of Mechanical Engineers (ASME), Vol. 5A-2017.

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

Stability Region
Robot
Contact
Robots
Barycentre

Contact engineering of monolayer CVD MOS2 transistors

Alharbi, A. & Shahrjerdi, D., Aug 1 2017, 75th Annual Device Research Conference, DRC 2017. Institute of Electrical and Electronics Engineers Inc., 7999404

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

Transition metals
Chemical vapor deposition
Monolayers
Transistors
Contact resistance

Contour-enhanced resampling of 3D point clouds via graphs

Chen, S., Tian, D., Feng, C., Vetro, A. & Kovacevic, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2941-2945 5 p. 7952695

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

Processing
Costs

Cooperative optimal output regulation of multi-agent systems using adaptive dynamic programming

Gao, W., Jiang, Z-P., Lewis, F. L. & Wang, Y., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2674-2679 6 p. 7963356

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

Multi agent systems
Dynamic programming
Adaptive cruise control
Reinforcement learning
Dynamical systems

Data-driven nonlinear adaptive optimal control of connected vehicles

Gao, W. & Jiang, Z-P., Jan 1 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Springer Verlag, Vol. 10639 LNCS. p. 122-129 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10639 LNCS).

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

Adaptive cruise control
Cooperative Control
Control Policy
Data-driven
Adaptive Control

Data-driven rank aggregation with application to grand challenges

Fishbaugh, J., Prastawa, M., Wang, B., Reynolds, P., Aylward, S. & Gerig, G., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, Vol. 10434 LNCS. p. 754-762 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434 LNCS).

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

Rank Aggregation
Data-driven
Image analysis
Agglomeration
Metric

DataSynthesizer: Privacy-preserving synthetic datasets

Ping, H., Stoyanovich, J. & Howe, B., Jun 27 2017, SSDBM 2017: 29th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, Vol. Part F128636. a42

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

Data visualization tool for monitoring transit operation and performance

Kurkcu, A., Miranda, F., Ozbay, K. & Silva, C., Aug 8 2017, 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 598-603 6 p. 8005584

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

Data visualization
Data Visualization
visualization
Monitoring
Web-based

Deep active learning for civil infrastructure defect detection and classification

Feng, C., Liu, M. Y., Kao, C. C. & Lee, T. Y., Jan 1 2017, Computing in Civil Engineering 2017: Smart Safety, Sustainability and Resilience - Selected Papers from the ASCE International Workshop on Computing in Civil Engineering 2017. El-Gohary, N., Tang, P., El-Gohary, N., Lin, K-Y., Lin, K-Y. & Tang, P. (eds.). American Society of Civil Engineers (ASCE), p. 298-306 9 p.

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

Labels
Supervised learning
Decision trees
Labeling
Support vector machines

Demo: An open-access research testbed for visible light communication

Zamora, J., Fund, F., Koutsaftis, A. & Panwar, S., Oct 16 2017, VLCS 2017 - Proceedings of the 4th ACM Workshop on Visible Light Communication Systems, co-located with MobiCom 2017. Association for Computing Machinery, Inc, 1 p.

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

Testbeds
Computer hardware
Visible light communication
Communication systems
Education

Depth in strategic games

Lantz, F., Isaksen, A., Jaffe, A., Nealen, A. & Togelius, J., Jan 1 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, Vol. WS-17-01 - WS-17-15. p. 967-974 8 p.

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

Structural properties

Depth recovery via decomposition of polynomial and piece-wise constant signals

Ye, X., Song, X., Yang, J., Hou, C. & Wang, Y., Jan 4 2017, VCIP 2016 - 30th Anniversary of Visual Communication and Image Processing. Institute of Electrical and Electronics Engineers Inc., 7805434

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

Polynomials
Decomposition
Recovery
Delta modulation
Image resolution

Design of a hybrid modular switch

Aghdai, A., Xu, Y. & Chao, H. J., Dec 7 2017, 2017 IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1-6 6 p.

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

Switches
Throughput
Interfaces (computer)
Hardware
Complex networks

Design of a multi-agent system for distributed voltage regulation

Chen, M., Athanasiadis, D., Faiya, B. A., McArthur, S., Kockar, I., Lu, H. & De Leon, F., Oct 18 2017, 2017 19th International Conference on Intelligent System Application to Power Systems, ISAP 2017. Institute of Electrical and Electronics Engineers Inc., 8071400

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

Multi agent systems
Voltage control
Multi-agent Systems
Voltage
Linear programming

Detecting and Grouping Identical Objects for Region Proposal and Classification

Abbeloos, W., Caccamo, S., Ataer-Cansizoglu, E., Taguchi, Y., Feng, C. & Lee, T. Y., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July. p. 501-502 2 p. 8014810

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

Warehouses
Classifiers
Neural networks

Detecting structurally anomalous logins within enterprise networks

Siadati, H. & Memon, N., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, Vol. Part F131467. p. 1273-1284 12 p.

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

Intrusion detection
Industry

Directional noise reduction VIA asymmetric downstream fluidic injection

Rajput, P. & Kumar, S., Jan 1 2017, Advances in Aerospace Technology. American Society of Mechanical Engineers (ASME), Vol. 1.

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

Fluidics
Noise abatement
Momentum
Aeroacoustics
Civil aviation

Distributed control of a class of second-order nonlinear multi-agent systems with switching topologies

Qin, Z., Liu, T. & Jiang, Z-P., Sep 7 2017, Proceedings of the 36th Chinese Control Conference, CCC 2017. IEEE Computer Society, p. 8656-8661 6 p. 8028731

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

Distributed Control
Invariant Set
Multi agent systems
Multi-agent Systems
Nonlinear Systems

Do open resources encourage entry into the millimeter wave cellular service market?

Fund, F., Shahsavari, S., Panwar, S., Erkip, E. & Rangan, S., Feb 7 2017, 37th IEEE Sarnoff Symposium, Sarnoff 2016. Institute of Electrical and Electronics Engineers Inc., 7846726

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

Millimeter waves
Economics
Base stations
Profitability
Antennas

Dynamics of Strategic Protection Against Virus Propagation in Heterogeneous Complex Networks

Hayel, Y. & Zhu, Q., 2017, Decision and Game Theory for Security - 8th International Conference, GameSec 2017, Proceedings. Springer Verlag, Vol. 10575 LNCS. p. 506-518 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10575 LNCS).

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

Heterogeneous networks
Heterogeneous Networks
Complex networks
Viruses
Complex Networks

Efficient index updates for mixed update and query loads

Nepomnyachiy, S. & Suel, T., Feb 2 2017, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 984-991 8 p. 7840697

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

Consolidation
Functional groups
Data storage equipment
Costs

Electric power dependent dynamic tariffs for water distribution systems

Kurian, V., Chen, J. & Zhu, Q., Apr 21 2017, Proceedings - 2017 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks, CySWATER 2017. Association for Computing Machinery, Inc, p. 35-38 4 p.

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

Water distribution systems
Water
water demand
pumping
viability

Eliminating depth cycles among triangles in three dimensions

Aronov, B., Miller, E. Y. & Sharir, M., 2017, 28th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2017. Association for Computing Machinery, p. 2476-2494 19 p.

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

Computational geometry
Computer graphics
Algebra
Three-dimension
Triangle

Embracing errors: Examining how context of use impacts blind individuals' acceptance of navigation aid errors

Abdolrahmani, A., Easley, W., Williams, M., Branham, S. & Hurst, A., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, p. 4158-4169 12 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2017-May).

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

Navigation
Human computer interaction

Empowering investors with social annotation when saving for retirement

Gunaratne, J., Burke, J. & Nov, O., Feb 25 2017, CSCW 2017 - Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 1066-1081 16 p.

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

Decision making

Entropy-SGD: Biasing Gradient Descent Into Wide Valleys

Chaudhari, P., Choromanska, A., Soatto, S., LeCun, Y., Baldassi, C., Borgs, C., Chayes, J., Sagun, L. & Zecchina, R., 2017, International Conference on Learning Representations (ICLR).

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

Ethical considerations for player modeling

Mikkelsen, B., Holmgard, C. & Togelius, J., Jan 1 2017, WS-17-01: Artificial Intelligence and Operations Research for Social Good; WS-17-02: Artificial Intelligence, Ethics, and Society; WS-17-03: Artificial Intelligence for Connected and Automated Vehicles; WS-17-04: Artificial Intelligence for Cyber Security; WS-17-05: Artificial Intelligence for Smart Grids and Buildings; WS-17-06: Computer Poker and Imperfect Information Games; WS-17-07: Crowdsourcing, Deep Learning and Artificial Intelligence Agents; WS-17-08: Distributed Machine Learning; WS-17-09: Joint Workshop on Health Intelligence; WS-17-10: Human-Aware Artificial Intelligence; WS-17-11: Human-Machine Collaborative Learning; WS-17-12: Knowledge-Based Techniques for Problem Solving and Reasoning; WS-17-13: Plan, Activity, and Intent Recognition; WS-17-14: Symbolic Inference and Optimization; WS-17-15: What's Next for AI in Games?. AI Access Foundation, Vol. WS-17-01 - WS-17-15. p. 975-982 8 p.

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

Artificial intelligence
Computer games

Event-triggered control of nonlinear systems: A small-gain paradigm

Jiang, Z-P., Liu, T. & Zhang, P., Aug 4 2017, 2017 13th IEEE International Conference on Control and Automation, ICCA 2017. IEEE Computer Society, p. 242-247 6 p. 8003067

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

State feedback
Nonlinear systems
Sampling
Feedback

Evolving Game Skill-Depth using General Video Game AI agents

Liu, J., Togelius, J., Perez-Liebana, D. & Lucas, S. M., Jul 5 2017, 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2299-2307 9 p. 7969583

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

Automatic testing
Testing

Evolving game-specific UCB alternatives for general video game playing

Bravi, I., Khalifa, A., Holmgård, C. & Togelius, J., 2017, Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings. Springer Verlag, Vol. 10199 LNCS. p. 393-406 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10199 LNCS).

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

Video Games
Game
Genetic programming
Alternatives
Mechanics

Exploiting network similarity for latency prediction of edge devices

Xu, S., Liu, P. & Panwar, S., Jul 28 2017, 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 7996450

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

Virtual reality
Servers
Decomposition

Extension of the ITU-R P.1411-8 urban path loss models to high antennas

MacWan, C. N., Lu, J. S., Lu, I-T., Wang, R., Wu, Y. H. & Blaha, J. A., Aug 3 2017, 2017 IEEE Long Island Systems, Applications and Technology Conference, LISAT 2017. Institute of Electrical and Electronics Engineers Inc., 8001982

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

antennas
streets
canyons
Antennas
Cellular radio systems

Fast path localization on graphs via multiscale Viterbi decoding

Yang, Y., Chen, S., Ali Maddah-Ali, M., Grover, P., Kar, S. & Kovacevic, J., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4114-4118 5 p. 7952930

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

Dynamic programming
Decoding
Computational complexity
Trajectories

Fides: Towards a platform for responsible data science

Stoyanovich, J., Howe, B., Abiteboul, S., Miklau, G., Sahuguet, A. & Weikum, G., Jun 27 2017, SSDBM 2017: 29th International Conference on Scientific and Statistical Database Management. Association for Computing Machinery, Vol. Part F128636. a26

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

Transparency
Learning systems
Social sciences
Processing
Climate change

Fifteen minutes of unwanted fame: Detecting and characterizing doxing

Snyder, P., Kanich, C., Doerfler, P. & McCoy, D., Nov 1 2017, IMC 2017 - Proceedings of the 2017 Internet Measurement Conference. Association for Computing Machinery, Vol. Part F131937. p. 432-444 13 p.

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

Law enforcement
Internet