Arizona State University

  • United States

Research Output 1870 2020

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Conference contribution
2018

Combinatorial optimization problems in engineering applications

Mittelmann, H., Jan 1 2018, Numerical Analysis and Optimization - NAO-IV, 2017. Springer New York LLC, Vol. 235. p. 193-208 16 p.

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

Semidefinite Relaxation
Quadratic Assignment Problem
Engineering Application
Combinatorial Optimization Problem
Spherical Codes

Combining knowledge and reasoning through probabilistic soft logic for image puzzle solving

Aditya, S., Yang, Y., Baral, C. & Aloimonos, Y., Jan 1 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. Globerson, A., Globerson, A. & Silva, R. (eds.). Association For Uncertainty in Artificial Intelligence (AUAI), Vol. 1. p. 238-248 11 p.

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

Object detection
Uncertainty

Combining SOS with Branch and Bound to Isolate Global Solutions of Polynomial Optimization Problems

Colbert, B., Mohammadi, H. & Peet, M., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-June. p. 2190-2197 8 p. 8431203

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

Polynomials
Global optimization

Community Detection from Low-Rank Excitations of a Graph Filter

Wai, H. T., Segarra, S., Ozdaglar, A. E., Scaglione, A. & Jadbabaie, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 4044-4048 5 p. 8462239

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

Covariance matrix
Eigenvalues and eigenfunctions
Topology
Experiments

Community finding of malware and exploit vendors on darkweb marketplaces

Marin, E., Almukaynizi, M., Nunes, E. & Shakarian, P., May 25 2018, Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 81-84 4 p.

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

Electric network analysis
Learning systems
Sales
Communication
Malware

Comparative study of 28 and 18 years field aged siemens-arco M55 modules in temperate and hot-dry climates

Chicca, M., Wohlgemuth, J. & Tamizhmani, G., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

Degradation
Spectroscopy
Quantum efficiency
Inspection
Glass

Comparative study of laptops and touch-screen PCs for searching on the web

Debue, N., van de Leemput, C., Pradhan, A. & Atkinson, R., Jan 1 2018, Engineering Psychology and Cognitive Ergonomics - 15th International Conference, EPCE 2018, Held as Part of HCI International 2018, Proceedings. Harris, D. (ed.). Springer Verlag, p. 403-418 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10906 LNAI).

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

Touch screens
Comparative Study
Cognitive Load
Electroencephalography
Linear Mixed Model

Comparison of a custom functional near-infrared spectroscopy sensor, a peripheral SpO2 sensor, and a standard laboratory sensor (biopac) for RR-interval assessment

Bracken, B. K., Amazeen, P., Likens, A. D., Demir, M. & Gibbons, C. T., Jan 1 2018, BIOSIGNALS 2018 - 11th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. Gamboa, H., Bermudez i Badia, S., Saggio, G. & Fred, A. (eds.). SciTePress, Vol. 4. p. 281-285 5 p.

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

Near infrared spectroscopy
Sensors
Oxygenation
Brain
Skin

Comprehensive Library of Photovoltaic Functions on Python for Academic and Educational Purposes

Reguera, P., Bowden, S., King, R., Babcock, S., Shaw, A. & Honsberg, C., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 3185-3186 2 p. 8547732

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

Solar energy
1 Citation (Scopus)

Computational model for pedestrian movement and infectious diseases spread during air travel

Derjany, P., Namilae, S., Mubayi, A. & Srinivasan, A., Jan 1 2018, AIAA Modeling and Simulation Technologies. 209959 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Infectious Diseases
Computational Model
Infection
Air Transportation
Severe Acute Respiratory Syndrome

Computational modeling of flow rate measurements using an orifice flow meter

Xu, Y. Q., Peet, Y., Coxe, D. & Lee, T., Jan 1 2018, Development and Applications in Computational Fluid Dynamics; Industrial and Environmental Applications of Fluid Mechanics; Fluid Measurement and Instrumentation; Cavitation and Phase Change. American Society of Mechanical Engineers (ASME), Vol. 2.

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

Orifices
Flow rate
Pressure sensors
Flanges
Measurement errors

Computational model of optogenetic stimulation in a peripheral nerve

Fritz, N., Gulick, D. & Blain Christen, J., Dec 10 2018, 2018 IEEE Life Sciences Conference, LSC 2018. Institute of Electrical and Electronics Engineers Inc., p. 154-158 5 p. 8572187

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

Optogenetics
nerves
stimulation
Peripheral Nerves
Light

Computing-in-Memory with SRAM and RRAM for Binary Neural Networks

Sun, X., Liu, R., Peng, X. & Yu, S., Dec 5 2018, 2018 14th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2018 - Proceedings. Tang, T-A., Ye, F. & Jiang, Y-L. (eds.). Institute of Electrical and Electronics Engineers Inc., 8565811

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

Static random access storage
Neural networks
Data storage equipment
Memory architecture
Energy efficiency
1 Citation (Scopus)

Condition-based Real-time Production Control for Smart Manufacturing Systems

Wang, F., Lu, Y. & Ju, F., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, Vol. 2018-August. p. 1052-1057 6 p. 8560389

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

Production control
Degradation
Condition monitoring
Markov processes
Processing

Considerations for Low-cost Reader Design and Label Selection for Lateral Flow Assays

Obahiagbon, U. & Blain Christen, J., Dec 20 2018, 2018 IEEE Biomedical Circuits and Systems Conference, BioCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8584842

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

Point-of-Care Systems
readers
Limit of Detection
Labels
Assays

Construction portfolio management model for institutions

Hurtado, K., Savicky, J., Sullivan, K., Smithwick, J. & Gajjar, D., Jan 1 2018, Construction Research Congress 2018: Sustainable Design and Construction and Education - Selected Papers from the Construction Research Congress 2018. American Society of Civil Engineers (ASCE), Vol. 2018-April. p. 168-177 10 p.

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

Contractors
Decision making

Contact resistivity of n-type amorphous silicon electron contacts in silicon heterojunction solar cells

Weigand, W., Leilaeioun, A. M., Ngo, T., Mercado, S. & Holman, Z., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 3905-3907 3 p. 8548308

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

Silicon
Amorphous silicon
Partial pressure
Sputtering
Heterojunctions

Continuous time multi-stage stochastic reserve and unit commitment

Hreinsson, K., Analui, B. & Scaglione, A., Aug 20 2018, 20th Power Systems Computation Conference, PSCC 2018. Institute of Electrical and Electronics Engineers Inc., 8442490

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

Scheduling
Costs
Power markets
1 Citation (Scopus)

Controllability to equilibria of the 1-D fokker-planck equation with zero-flux boundary condition

Elamvazhuthi, K., Kuiper, H. & Berman, S., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 2485-2491 7 p.

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

Fokker Planck equation
Fokker-Planck Equation
Controllability
Probability distributions
Boundary conditions

Controls of embedded HVDC system for system dynamic performance enhancement

Yu, J., Karady, G. & Qin, J., Jan 29 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Computer Society, Vol. 2018-January. p. 1-5 5 p.

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

Dynamical systems
Power transmission

Control Strategy and Simulation of a Modular Multilevel Converter (MMC) Based Pump-Back System for Variable Speed Drive Application

Si, Y. & Lei, Q., Dec 3 2018, 2018 IEEE Energy Conversion Congress and Exposition, ECCE 2018. Institute of Electrical and Electronics Engineers Inc., p. 6049-6053 5 p. 8558361

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

Variable speed drives
Converter
Pump
Control Strategy
Pumps
1 Citation (Scopus)

Convex dictionary learning for single image super-resolution

Ding, P. L. K., Li, B. & Chang, K., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 4058-4062 5 p.

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

Glossaries
Atoms
Learning algorithms

Correlative characterization of dislocation defects and defect clusters in GaAs and CdTe solar cells by spatially resolved optical techniques and high-resolution TEM

Chen, Q., McKeon, B. S., Becker, J., Zhang, S., Hu, C. K., Gfroerer, T. H., Gfroerer, T. H., Zhang, Y-H., Smith, D. & Zhang, Y., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 3234-3236 3 p. 8548288. (2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC).

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

Solar cells
Transmission electron microscopy
Defects
Electroluminescence
Photoluminescence

Co-simulation of physical model and self-adaptive predictive controller using hybrid automata

Lamrani, I., Banerjee, A. & Gupta, S., Jan 1 2018, Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Revised Selected Papers. Mazzara, M., Salaün, G. & Ober, I. (eds.). Springer Verlag, p. 69-76 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11176 LNCS).

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

Hybrid Automata
Co-simulation
Physical Model
Adaptive Control
Predictive Control

Cost-sensitive decision making for online fraud management

Yildirim, M. Y., Ozer, M. & Davulcu, H., Jan 1 2018, Artificial Intelligence Applications and Innovations - 14th IFIP WG 12.5 International Conference, AIAI 2018, Proceedings. Springer New York LLC, p. 323-336 14 p. (IFIP Advances in Information and Communication Technology; vol. 519).

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

Decision making
Profitability
Costs
Learning systems
Managers

Co-Sublimated Polycrystalline Cd1-xZnx Te Films for Multi-junction Solar Cells

Shimpi, T., Swanson, D., Reich, C., Kephart, J., Kindvall, A., Pandey, R., Holman, Z., Barth, K. & Sampath, W., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 2638-2641 4 p. 8547657

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

Energy gap
Cadmium Chloride
Sublimation
Vapor pressure
Quantum efficiency

Counting Subwords and Regular Languages

Colbourn, C., Dougherty, R. E., Lidbetter, T. F. & Shallit, J., Jan 1 2018, Developments in Language Theory - 22nd International Conference, DLT 2018, Proceedings. Hoshi, M. & Seki, S. (eds.). Springer Verlag, p. 231-242 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11088 LNCS).

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

Subword
Formal languages
Regular Languages
Counting
Necessary Conditions
8 Citations (Scopus)

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 522-530 9 p.

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

Cross-layer optimization for virtual machine resource management

Zhao, M., Wang, L., Lv, Y. & Xu, J., May 16 2018, Proceedings - 2018 IEEE International Conference on Cloud Engineering, IC2E 2018. Institute of Electrical and Electronics Engineers Inc., p. 90-98 9 p.

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

Bandwidth
Resource allocation
Quality of service
Tuning
Virtual machine

CrowdMuse: An adaptive crowd brainstorming system

Girotto, V., Walker, E. & Burleson, W., Oct 11 2018, UIST 2018 Adjunct - Adjunct Publication of the 31st Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, p. 93-95 3 p.

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

Adaptive systems

Crystalline silicon passivation with amorphous silicon carbide layers

Boccard, M., Jackson, A. & Holman, Z., May 25 2018, 2017 IEEE 44th Photovoltaic Specialist Conference, PVSC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p.

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

Silicon
Amorphous silicon
Passivation
Silicon carbide
Crystalline materials
2 Citations (Scopus)

CSVideoNet: A real-time end-to-end learning framework for high-frame-rate video compressive sensing

Xu, K. & Ren, F., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1680-1688 9 p.

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

Decoding
Signal to noise ratio
Cameras
Recovery
Processing
2 Citations (Scopus)

CS-VQA: Visual Question Answering with Compressively Sensed Images

Huang, L. C., Kulkarni, K., Jha, A., Lohit, S., Jayasuriya, S. & Turaga, P., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 1283-1287 5 p. 8451445. (Proceedings - International Conference on Image Processing, ICIP).

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

Network architecture
Pipelines
Semantics
Degradation
Processing

Cubic formula for determination of the drop size during atomization of liquid jets in co- and cross-flow of air

Lee, T., Park, J. E. & Kurose, R., Jan 1 2018, Heat Transfer and Thermal Engineering. American Society of Mechanical Engineers (ASME), (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 8A-2018).

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

Atomization
Liquids
Air
Energy balance
Gases

Current-matching in two-terminal perovskite/silicon tandems employing wide-bandgap perovskites and varying light-management schemes

Manzoor, S., Häusele, J., Bush, K. A., Yu, Z., McGehee, M. D. & Holman, Z., Nov 26 2018, 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion, WCPEC 2018 - A Joint Conference of 45th IEEE PVSC, 28th PVSEC and 34th EU PVSEC. Institute of Electrical and Electronics Engineers Inc., p. 220-223 4 p. 8547757

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

Silicon
Perovskite
Energy gap
Silicon solar cells
Textures

Curvature-aided incremental aggregated gradient method

Wai, H. T., Shi, W., Nedich, A. & Scaglione, A., Jan 17 2018, 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 526-532 7 p.

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

Gradient methods
Gradient Method
Curvature
Linear Convergence
Gradient
2 Citations (Scopus)

Customer benefit optimization for residential PV with energy storage systems

Etha, P., Janjua, A. K., Scholar, V., Chelladurai, A., Student, G. & Karady, G. G., Jan 29 2018, 2017 IEEE Power and Energy Society General Meeting, PESGM 2017. IEEE Computer Society, Vol. 2018-January. p. 1-5 5 p.

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

Energy storage
Economic analysis
Law enforcement
Profitability
Temperature

Cyber-coordinated Simulation Models for Multi-stage Additive Manufacturing of Energy Products

Sun, H., Pedrielli, G., Zhao, G., Bragagnolo, A., Zhou, C., Pan, R. & Xu, W., Dec 4 2018, 2018 IEEE 14th International Conference on Automation Science and Engineering, CASE 2018. IEEE Computer Society, Vol. 2018-August. p. 893-898 6 p. 8560477

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

3D printers
Printers (computer)
Processing
Printing
Large scale systems

Damage initiation and propagation in hybrid composite structures

Yekani Fard, M., Raji, B., Woodward, J. M., Oramas, M., Padilla, M., Foster, C. & Chattopadhyay, A., Jan 1 2018, AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials. 210049 ed. American Institute of Aeronautics and Astronautics Inc, AIAA

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

Composite structures

DA placement: A dual-aware data placement in a deduplicated and erasure-coded storage system

Deng, M., Zhao, M., Liu, F., Chen, Z. & Xiao, N., Jan 1 2018, Algorithms and Architectures for Parallel Processing - 18th International Conference, ICA3PP 2018, Proceedings. Vaidya, J. & Li, J. (eds.). Springer Verlag, p. 358-377 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11334 LNCS).

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

Data Placement
Storage System
Placement
Resource allocation
Data storage equipment
6 Citations (Scopus)

Darkembed: Exploit prediction with neural language models

Tavabi, N., Goyal, P., Almukaynizi, M., Shakarian, P. & Lerman, K., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7849-7854 6 p.

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

Text processing
Blogs
Syntactics
Linguistics
Learning systems

DARKMENTION: A deployed system to predict enterprise-targeted external cyberattacks

Almukaynizi, M., Marin, E., Nunes, E., Shakarian, P., Simari, G. I., Kapoor, D. & Siedlecki, T., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 31-36 6 p. 8587334

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

Association rules
Industry
incident
vulnerability
Sensors
1 Citation (Scopus)

Data Extraction and Integration for Scholar Recommendation System

Chakraborty, J., Thopugunta, G. & Bansal, S., Apr 9 2018, Proceedings - 12th IEEE International Conference on Semantic Computing, ICSC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 397-402 6 p.

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

Recommender systems
Students
Clustering algorithms
Websites
Semantics
1 Citation (Scopus)

Data injection attack on decentralized optimization

Xiaoxiao Wu, S., Wai, H. T., Scaglione, A., Nedich, A. & Leshem, A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 3644-3648 5 p. 8462528

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

Gradient methods
Multi agent systems
Processing
Experiments

Data work in healthcare: Challenges for patients, clinicians and administrators

Pine, K., Chen, Y., Grisot, M., Møller, N. H., Bossen, C., Ellingsen, G. & Mazmanian, M., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 433-439 7 p.

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

Health
Application programs
Ecosystems
Communication

DBSnap++: Creating data-driven programs by snapping blocks

Silva, Y., Schenk, T. G., Nieuwenhuyse, A. & Symons, A., Jul 2 2018, ITiCSE 2018 - Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. Andreou, P., Armoni, M., Read, J. C. & Polycarpou, I. (eds.). Association for Computing Machinery, p. 170-175 6 p.

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

Specifications
Computer science
programming
Education
instruction
2 Citations (Scopus)

Deep active learning for image classification

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 3934-3938 5 p.

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

Image classification
Bayesian networks
Image recognition
Learning algorithms
Computer vision
1 Citation (Scopus)

Deep predictive models for collision risk assessment in autonomous driving

Strickland, M., Fainekos, G. & Ben Amor, H., Sep 10 2018, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 4685-4692 8 p. 8461160. (Proceedings - IEEE International Conference on Robotics and Automation).

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

Risk assessment
Accidents
Decision making
Cameras
Experiments
1 Citation (Scopus)

Deep Reinforcement Leaming for Short-term Voltage Control by Dynamic Load Shedding in China Southem Power Grid

Zhang, J., Lu, C., Si, J., Song, J. & Su, Y., Oct 10 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. 8489041

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

Reinforcement learning
Dynamic loads
Voltage control
Reinforcement
Electric potential

Deep reinforcement learning methods for navigational aids

Fakhri, B., Keech, A., Schlosser, J., Brooks, E., Demakethepalli Venkateswara, H., Panchanathan, S. & Kira, Z., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 66-75 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11010 LNCS).

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

Reinforcement learning
Reinforcement Learning
Navigation
Assistive Technology
Computing Methods