IAFSE-CIDSE: Cognitive Ubiquitous Computing, Center for (CUbiC)

Research Output 1976 2019

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Conference contribution
2019

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

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

Optimizing activity detection via sensor fusion

Khondoker, F., Thornton, T., Spanias, A. & Shanthamallu, U. S., Feb 1 2019, 2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018. Institute of Electrical and Electronics Engineers Inc., 8633623. (2018 9th International Conference on Information, Intelligence, Systems and Applications, IISA 2018).

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

Fusion reactions
Stairs
Supervised learning
Sensors
Microcontrollers

Self-heating in SOI MOSFETs at the 45nm node

Zhang, X., Mehr, P., Vasileska, D. & Thornton, T., Jan 8 2019, 2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018. Institute of Electrical and Electronics Engineers Inc., 8605870. (2018 IEEE 13th Nanotechnology Materials and Devices Conference, NMDC 2018).

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

Thermometers
SOI (semiconductors)
Silicon
field effect transistors
Heating

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
1 Citation (Scopus)

Smart Stadia as Testbeds for Smart Cities: Enriching Fan Experiences and Improving Accessibility

Panchanathan, S., McDaniel, T., Tadayon, R., Rukkila, A. & Demakethepalli Venkateswara, H., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 542-546 5 p. 8685580. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

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

Stadiums
Testbeds
Fans
Waste management
Virtual reality
2018
3 Citations (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

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
2 Citations (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

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
5 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
1 Citation (Scopus)

Differences in psychophysiological reactions to anxiety in individuals with varying trait anxiety scores

Tadayon, R., Crews, D., Gupta, C. & McDaniel, T., 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. 19-24 6 p.

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

Virtual reality
Skin
Health
Recovery
Electroencephalography
5 Citations (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
4 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
2 Citations (Scopus)

Finding organizational accounts based on structural and behavioral factors on twitter

Alzahrani, S., Gore, C., Salehi, A. & Davulcu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 164-175 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

Classifiers
Logistics
Labels
Classifier
Logistic Regression

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
1 Citation (Scopus)

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
1 Citation (Scopus)

HealthMedia 2018: Third international workshop on multimedia for personal health and health care

Meyer, J., Jain, R., Boll, S., O'Connor, N. E. & McDaniel, T., Oct 15 2018, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 2116-2117 2 p.

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

Health care
Health
Human computer interaction
Medicine
Sensors

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
3 Citations (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

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
2 Citations (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)

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

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
2 Citations (Scopus)

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
2 Citations (Scopus)

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
2 Citations (Scopus)

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
7 Citations (Scopus)

Secure Crowdsourced Indoor Positioning Systems

Li, T., Chen, Y., Zhang, R., Zhang, Y. & Hedgpeth, T., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1034-1042 9 p. 8486398

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

Location based services
Global positioning system
Indoor positioning systems
1 Citation (Scopus)

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

Semi-supervised adversarial image-to-image translation

Eusebio, J., Demakethepalli Venkateswara, H. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 334-344 11 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

Generative Models
Digit
Model
3 Citations (Scopus)

Sentiment-driven community profiling and detection on social media

Salehi, A., Ozer, M. & Davulcu, H., Jul 3 2018, HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 229-237 9 p.

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

1 Citation (Scopus)

Snowball: Extracting causal chains from climate change text corpora

Alashri, S., Tsai, J. Y., Koppela, A. R. & Davulcu, H., May 25 2018, Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 234-241 8 p.

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

Climate change
Seed
Personnel

Tactile facial action units toward enriching social interactions for individuals who are blind

McDaniel, T., Devkota, S., Tadayon, R., Duarte, B., Fakhri, B. & Panchanathan, S., Jan 1 2018, Smart Multimedia - 1st International Conference, ICSM 2018, Revised Selected Papers. Berretti, S. & Basu, A. (eds.). Springer Verlag, p. 3-14 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

Social Interaction
Facial Expression
Computer vision
Health
Unit
1 Citation (Scopus)

Tactile facial expressions and associated emotions toward accessible social interactions for individuals who are blind

McDaniel, T., Tran, D., Devkota, S., DiLorenzo, K., Fakhri, B. & Panchanathan, S., Oct 15 2018, MAHCI 2018 - Proceedings of the 2018 Workshop on Multimedia for Accessible Human Computer Interface, co-located with MM 2018. Association for Computing Machinery, Inc, p. 25-32 8 p.

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

Display devices
Feedback
1 Citation (Scopus)

Weakly supervised facial attribute manipulation via deep adversarial network

Wang, Y., Wang, S., Qi, G., Tang, J. & Li, B., 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. 112-121 10 p.

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

Discriminators
Pixels
Deep neural networks
2017

A computational approach to relative aesthetics

Gattupalli, V., Chandakkar, P. S. & Li, B., Apr 13 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 2446-2451 6 p. 7900003

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

Labels
Binary images
Image enhancement
Image retrieval
Deep neural networks
2 Citations (Scopus)

A hierarchical meta-classifier for human activity recognition

Niazi, A. H., Yazdansepas, D., Gay, J. L., Maier, F. W., Ramaswamy, L., Rasheed, K. & Buman, M., Jan 31 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 81-86 6 p. 7838126

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

Classifiers
Accelerometers
19 Citations (Scopus)

A local algorithm for structure-preserving graph cut

Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, 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. 655-664 10 p.

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

Proteins
Clustering algorithms
Markov processes
Stars
Seed
17 Citations (Scopus)

CLARE: A joint approach to label classification and tag recommendation

Wang, Y., Wang, S., Tang, J., Qi, G., Liu, H. & Li, B., 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 210-216 7 p.

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

Labels
Stadiums
Electric fuses
Beaches
Coastal zones
1 Citation (Scopus)

Comparing Gaussian mixture model and hidden Markov model to classify unique physical activities from accelerometer sensor data

Dutta, A., Ma, O., Toledo, M., Buman, M. & Bliss, D., Jan 31 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 339-344 6 p. 7838166

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

Hidden Markov models
Accelerometers
Classifiers
Sensors
Physical therapy
56 Citations (Scopus)

Deep hashing network for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Eusebio, J., Chakraborty, S. & Panchanathan, 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. 5385-5394 10 p.

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

Learning algorithms
Computer vision
Learning systems
Personnel
Deep neural networks
1 Citation (Scopus)

Embedded supervised feature selection for multi-class data

Chen, L., Tang, J. & Li, B., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 516-524 9 p.

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

Feature extraction
Labels
Electric network analysis
Information retrieval
Computer vision
5 Citations (Scopus)

HiDDen: Hierarchical dense subgraph detection with application to financial fraud detection

Zhang, S., Zhou, D., Yildirim, M. Y., Alcorn, S., He, J., Davulcu, H. & Tong, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 570-578 9 p.

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

Quadratic programming

Joint regression and ranking for image enhancement

Chandakkar, P. S. & Li, B., May 11 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 235-243 9 p. 7926616

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

Image enhancement
Mobile devices
Learning systems
Momentum
Cameras
1 Citation (Scopus)

Model selection with nonlinear embedding for unsupervised domain adaptation

Demakethepalli Venkateswara, H., Chakraborty, S., McDaniel, T. & Panchanathan, S., 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. 774-780 7 p.

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

Mathematical transformations
Classifiers
Sampling