Computing, Information Sciences and Engineering, Institute for (InCISE)

Research Output 1985 2019

2019

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition

Tu, Z., Li, H., Zhang, D., Dauwels, J., Li, B. & Yuan, J., Jun 1 2019, In : IEEE Transactions on Image Processing. 28, 6, p. 2799-2812 14 p., 8600333.

Research output: Contribution to journalArticle

Sampling
Neural networks
Image recognition
Kinetics
Experiments

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

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

Wireless Sensor Networks
Wireless sensor networks
Network protocols
Resilience
Hashing

A multi-method scheduling framework for medical staff

Rashwan, W., Arisha, A. & Fowler, J., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1464-1475 12 p. 8632247. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Scheduling
Waiting Time
Emergency
Schedule
Modeling and Simulation

A survey of variational and CNN-based optical flow techniques

Tu, Z., Xie, W., Zhang, D., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Mar 1 2019, In : Signal Processing: Image Communication. 72, p. 9-24 16 p.

Research output: Contribution to journalArticle

Optical flows
Neural networks
Motion estimation
Computer vision
Image processing

Data-adaptive low-rank modeling and external gradient prior for single image super-resolution

Chang, K., Zhang, X., Ding, P. L. K. & Li, B., Aug 1 2019, In : Signal Processing. 161, p. 36-49 14 p.

Research output: Contribution to journalArticle

Optical resolving power
Image resolution
Pixels

Electricity power cost-aware scheduling of jobs on parallel batch processing machines

Rocholl, J., Mönch, L. & Fowler, J., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 3420-3431 12 p. 8632342. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

Batch Processing Machine
Parallel Processing
Electricity
Linear programming
Scheduling

Improving robustness of random forest under label noise

Zhou, X., Ding, P. L. K. & Li, B., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 950-958 9 p. 8658395. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Labels
Learning systems
Labeling
Computer vision
Experiments

Motif-Preserving Dynamic Local Graph Cut

Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Finance
Stars
Large scale systems

Simultaneous Event Localization and Recognition in Surveillance Video

Li, Y., Yu, T. & Li, B., Feb 11 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639169. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

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

Semantics

Strategies to improve accessibility for learners with color vision deficiency

Bingham, R., Dietrich, S. & Goelman, D., Mar 1 2019, ACM Inroads, 10, 1, p. 52-56 5 p.

Research output: Contribution to specialist publicationArticle

Color vision
educator
blindness
user interface
User interfaces
2018

A biometric usability evaluation of instrument cluster and infotainment systems in two hybrid cars

Kula, I., Atkinson, R., Roscoe, R. & Branaghan, R., Jun 26 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

infotainment
biometry
Biometrics
Automobile instruments
automobile
1 Citation (Scopus)

APC forum: Governing the wild west of predictive analytics and business intelligence

Goul, K., Raghu, T. S. & St Louis, R., Jan 1 2018, In : MIS Quarterly Executive. 17, 2, p. 159-185 27 p.

Research output: Contribution to journalArticle

Reference model
Industry
IT governance
Business intelligence
Business strategy
Ecosystem
Ownership
Communication
Costs
Scenarios
1 Citation (Scopus)

Are existing knowledge transfer techniques effective for deep learning with edge devices?

Sharma, R., Biookaghazadeh, S., Li, B. & Zhao, M., Sep 26 2018, Proceedings - 2018 IEEE International Conference on Edge Computing, EDGE 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 42-49 8 p. 8473375

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

Knowledge Transfer
Students
Artificial intelligence
Learning systems
Artificial Intelligence
5 Citations (Scopus)

A survey of semiconductor supply chain models part I: semiconductor supply chains, strategic network design, and supply chain simulation

Mönch, L., Uzsoy, R. & Fowler, J., Jul 3 2018, In : International Journal of Production Research. 56, 13, p. 4524-4545 22 p.

Research output: Contribution to journalReview article

Supply chains
Semiconductor materials
Planning
Supply chain management
Industry
1 Citation (Scopus)

A survey of semiconductor supply chain models Part II: demand planning, inventory management, and capacity planning

Uzsoy, R., Fowler, J. & Mönch, L., Jul 3 2018, In : International Journal of Production Research. 56, 13, p. 4546-4564 19 p.

Research output: Contribution to journalReview article

Supply chains
Semiconductor materials
Planning
Industrial research
Industrial engineering
4 Citations (Scopus)

A survey of semiconductor supply chain models part III: master planning, production planning, and demand fulfilment

Mönch, L., Uzsoy, R. & Fowler, J., Jul 3 2018, In : International Journal of Production Research. 56, 13, p. 4565-4584 20 p.

Research output: Contribution to journalReview article

Supply chains
Semiconductor materials
Planning
Industrial research
Industrial engineering
2 Citations (Scopus)

A visual introduction to conceptual database design for all

Goelman, D. & Dietrich, S., Feb 21 2018, SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, Vol. 2018-January. p. 320-325 6 p.

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

Conceptual design
Spreadsheets
self-assessment
computer science
Computer science

Chat-box: Proposing a mood analyzer for individuals with social interaction disabilities

Gupta, B., Saxon, M., McDaniel, T. & Panchanathan, S., Jan 1 2018, HCI International 2018 – Posters’ Extended Abstracts - 20th International Conference, HCI International 2018, Proceedings. Stephanidis, C. (ed.). Springer Verlag, p. 394-401 8 p. (Communications in Computer and Information Science; vol. 851).

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

Mood
Social Interaction
Disability
Assistive Technology
Sentiment Analysis

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

Computer Vision for Augmentative and Alternative Communication

Panchanathan, S., Moore, M., Demakethepalli Venkateswara, H., Chakraborty, S. & McDaniel, T., Jan 1 2018, Computer Vision For Assistive Healthcare. Elsevier Inc., p. 211-248 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

visual impairment
alternative technology
communication
communication technology
multimedia

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
6 Citations (Scopus)

Data Integration in the Service of Synthetic Research

Kintigh, K., Spielmann, K. A., Brin, A., Candan, K., Clark, T. C. & Peeples, M., Feb 1 2018, In : Advances in Archaeological Practice. 6, 1, p. 30-41 12 p.

Research output: Contribution to journalArticle

ontology
semantics
archaeology
Data Integration
Ontology
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

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

Detecting antagonistic and allied communities on social media

Salehi, A. & Davulcu, H., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 99-106 8 p. 8508297

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

Social sciences
social media
community
Social media
antagonism

Detecting attention in pivotal response treatment video probes

Heath, C. D. C., Demakethepalli Venkateswara, H., McDaniel, T. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 248-259 12 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

Probe
Learning systems
Feedback
Machine Learning
Learning algorithms

Editorial Preface: Special Issue on Mobile & Cloud Computing Services

Zhang, J., Yau, S-S., Pu, C. & Altintas, O., Sep 1 2018, In : IEEE Transactions on Services Computing. 11, 5, p. 833-834 2 p., 8482269.

Research output: Contribution to journalEditorial

Cloud computing
1 Citation (Scopus)

Efficient anomaly detection algorithms for summarizing low quality videos

Kwan, C., Zhou, J., Wang, Z. & Li, B., Jan 1 2018, Pattern Recognition and Tracking XXIX. SPIE, Vol. 10649. 1064906

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

Video Quality
Anomaly Detection
anomalies
Saliency
software development tools
2 Citations (Scopus)

EyeTell: Video-Assisted Touchscreen Keystroke Inference from Eye Movements

Chen, Y., Li, T., Zhang, R., Zhang, Y. & Hedgpeth, T., Jul 23 2018, Proceedings - 2018 IEEE Symposium on Security and Privacy, SP 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May. p. 144-160 17 p. 8418601

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

Touch screens
Eye movements
Mobile devices
Experiments

Functional case study evaluation of the smartgym: An anticipatory system to detect body compliance

Tadayon, A., McDaniel, T. & Panchanathan, S., Oct 15 2018, HealthMedia 2018 - Proceedings of the 3rd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2018. Association for Computing Machinery, Inc, p. 67-71 5 p.

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

Feedback
Patient rehabilitation
Compliance

Generalizing graph matching beyond quadratic assignment model

Yu, T., Yan, J., Wang, Y., Liu, W. & Li, B., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 853-863 11 p.

Research output: Contribution to journalConference article

Haptic vision: Augmenting non-visual travel and accessing environmental information at a distance

Duarte, B., McDaniel, T., Tadayon, R., Devkota, S., Strasser, G., Ramey, C. C. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 90-101 12 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

Haptics
Textures
Experiments
Proximity
Texture

Heads or Tails? Network Effects on Game Purchase Behavior in The Long Tail Market

Kanat, I., Santanam, R. & Vinzé, A., Jan 1 2018, (Accepted/In press) In : Information Systems Frontiers.

Research output: Contribution to journalArticle

Purchasing
Tail
Game
Marketing
Social Influence

IMS-DTM: Incremental multi-scale dynamic topic models

Chen, X., Candan, K. & Sapino, M. L., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5078-5085 8 p.

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

Dynamic models
Sampling

Incremental multi-graph matching via diversity and randomness based graph clustering

Yu, T., Yan, J., Liu, W. & Li, B., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 142-158 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11217 LNCS).

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

Graph Clustering
Graph Matching
Multigraph
Set theory
Randomness
1 Citation (Scopus)

Joint Cuts and Matching of Partitions in One Graph

Yu, T., Yan, J., Zhao, J. & Li, B., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 705-713 9 p. 8578178. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Key Management and Governance Challenges when Executing Data Science / Analytics Projects

Saltz, J., Goul, K., Armour, F. & Sharda, R., Jan 1 2018, Americas Conference on Information Systems 2018: Digital Disruption, AMCIS 2018. Association for Information Systems

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

Information management
Learning algorithms
Learning systems
Monitoring
Industry

Lightweight authentication for fault-tolerant topic-channels in ad hoc distributed systems

Behrens, H. W. & Candan, K., Jun 11 2018, HPDC 2018 - Proceedings of The 27th International Symposium on High-Performance Parallel and Distributed Computing Posters/Doctoral Consortium. Association for Computing Machinery, Inc, p. 13-14 2 p.

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

Disasters
Authentication
Cryptography
Communication
Costs
1 Citation (Scopus)

M2td: Multi-task tensor decomposition for sparse ensemble simulations

Li, X., Candan, K. & Sapino, M. L., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1156-1167 12 p. 8509327

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

Tensors
Sampling
Decomposition
Computer simulation
Simulation
1 Citation (Scopus)

Modelling and analysis of semiconductor supply chains

Mönch, L., Chien, C. F., Dauzère-Pérès, S., Ehm, H. & Fowler, J., Apr 24 2018, (Accepted/In press) In : International Journal of Production Research. p. 1-3 3 p.

Research output: Contribution to journalArticle

Supply chains
Semiconductor materials
Supply chain
Semiconductors
Modeling

Multi-Label Deep Active Learning with Label Correlation

Ranganathan, H., Demakethepalli Venkateswara, H., Chakraborty, S. & Panchanathan, S., Aug 29 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 3418-3422 5 p. 8451460. (Proceedings - International Conference on Image Processing, ICIP).

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

Labels
Image classification
Learning algorithms
Problem-Based Learning
Personnel
11 Citations (Scopus)

Multi-stream CNN: Learning representations based on human-related regions for action recognition

Tu, Z., Xie, W., Qin, Q., Poppe, R., Veltkamp, R. C., Li, B. & Yuan, J., Jul 1 2018, In : Pattern Recognition. 79, p. 32-43 12 p.

Research output: Contribution to journalArticle

Neural networks
Network architecture
Sports

Person-centric multimedia: How research inspirations from designing solutions for individual users benefits the broader population

Panchanathan, S., Tadayon, R., Demakethepalli Venkateswara, H. & McDaniel, T., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 51-65 15 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

Multimedia
Person
Paradigm
Computing
Disability

Proximity-proof: Secure and usable mobile two-factor authentication

Han, D., Chen, Y., Li, T., Zhang, R., Zhang, Y. & Hedgpeth, T., Oct 15 2018, MobiCom 2018 - Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. Association for Computing Machinery, p. 401-415 15 p.

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

Mobile devices
Authentication
Acoustics
Microphones
Orthogonal frequency division multiplexing

Real-time stealth intervention for motor learning using player flow-state

Tadayon, R., Amresh, A., McDaniel, T. & Panchanathan, S., Jun 29 2018, 2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018. Vilaca, J. L., Duque, D., Rodrigues, N., Dias, N. & Grechenig, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p.

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

Cameras
Learning
learning
Emotions
emotion

Recognizing plans by learning embeddings from observed action distributions

Zha, Y., Li, Y., Gopalakrishnan, S., Li, B. & Kambhampati, S., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 2153-2155 3 p.

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

Uncertainty

Robust multi-Variate temporal features of multi-Variate time series

Liu, S., Poccia, S. R., Candan, K., Sapino, M. L. & Wang, X., Jan 1 2018, In : ACM Transactions on Multimedia Computing, Communications and Applications. 14, 1, 7.

Research output: Contribution to journalArticle

Time series
Data structures
Experiments

Secure RSS-fingerprint-based indoor positioning: Attacks and countermeasures

Yuan, L., Hu, Y., Li, Y., Zhang, R., Zhang, Y. & Hedgpeth, T., Aug 10 2018, 2018 IEEE Conference on Communications and Network Security, CNS 2018. Institute of Electrical and Electronics Engineers Inc., 8433131

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

RSS
Servers
Power transmission
Tuning
Indoor positioning systems
5 Citations (Scopus)

Semantic Cues Enhanced Multi-modality Multi-Stream CNN for Action Recognition

Tu, Z., Xie, W., Dauwels, J., Li, B. & Yuan, J., Apr 24 2018, (Accepted/In press) In : IEEE Transactions on Circuits and Systems for Video Technology.

Research output: Contribution to journalArticle

Semantics
Neural networks
Sports
Network architecture
Experiments