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A deep learning approach for real-time detection of sleep spindles

Journal Article published 21 Feb 2019 in Journal of Neural Engineering

Research funded by National Institute of General Medical Sciences (115384) | National Institute of Neurological Disorders and Stroke (100016) | National Institute on Aging (055002, 056031) | Division of Information and Intelligent Systems (130764) | National Institute of Mental Health (118928) | Division of Chemical, Bioengineering, Environmental, and Transport Systems (1835000)

Authors: Prathamesh M Kulkarni, Zhengdong Xiao, Eric J Robinson, Apoorva Sagarwa Jami, Jianping Zhang, Haocheng Zhou, Simon E Henin, Anli A Liu, Ricardo S Osorio, Jing Wang, Zhe Sage Chen

Tooth brushing Recognition using Neural Networks

Conference Paper published 2017 in Proceedings of the Second International Conference on Internet-of-Things Design and Implementation - IoTDI '17

Research funded by DE-EE (0007682) | Division of Computer and Network Systems (1553273,1536086,1463722) | Division of Information and Intelligent Systems (1460370)

Authors: Hua Huang, Shan Lin

Classifying Protein Sequences Using Regularized Multi-Task Learning

Journal Article published 1 Nov 2014 in IEEE/ACM Transactions on Computational Biology and Bioinformatics volume 11 issue 6 on pages 1087 to 1098

Research funded by National Science Foundation (1252318) | Division of Information and Intelligent Systems (0905117)

Authors: Anveshi Charuvaka, Huzefa Rangwala

Low-level Characterization of Expressive Head Motion through Frequency Domain Analysis

Journal Article published 2018 in IEEE Transactions on Affective Computing on pages 1 to 1

Research funded by Division of Information and Intelligent Systems (NSF IIS-1524782)

Authors: Yu Ding, Lei Shi, Zhigang Deng

Self-concordance is NP-hard

Journal Article published 19 Sep 2016 in Journal of Global Optimization volume 68 issue 2 on pages 357 to 366

Research funded by Division of Information and Intelligent Systems (1546413) | Division of Mathematical Sciences (1209136, 1057064) | Defense Advanced Research Projects Agency (D15AP00109) | Air Force Office of Scientific Research (FA9550-13-1-0133)

Authors: Lek-Heng Lim

Differentially Private Location Protection for Worker Datasets in Spatial Crowdsourcing

Journal Article published 2016 in IEEE Transactions on Mobile Computing on pages 1 to 1

Research funded by Division of Information and Intelligent Systems (1320149) | Division of Computer and Network Systems (1461963)

Authors: Hien To, Gabriel Ghinita, Liyue Fan, Cyrus Shahabi

Generalized Gaussian Mechanism for Differential Privacy

Journal Article published 2018 in IEEE Transactions on Knowledge and Data Engineering on pages 1 to 1

Research funded by Division of Information and Intelligent Systems (1546373) | Division of Computer and Network Systems (1717417)

Authors: Fang Liu

Development of an Environment-Aware Locomotion Mode Recognition System for Powered Lower Limb Prostheses

Journal Article published Apr 2016 in IEEE Transactions on Neural Systems and Rehabilitation Engineering volume 24 issue 4 on pages 434 to 443

Research funded by National Institute on Disability and Rehabilitation Research | Division of Information and Intelligent Systems (1406750)

Authors: Ming Liu, Ding Wang, He Helen Huang

An automated behavioral measure of mind wandering during computerized reading

Journal Article published 8 Feb 2017 in Behavior Research Methods volume 50 issue 1 on pages 134 to 150

Research funded by Division of Information and Intelligent Systems (1523091) | Division of Research on Learning in Formal and Informal Settings (1235959)

Authors: Myrthe Faber, Robert Bixler, Sidney K. D’Mello

Exploring the Sensitivity of Choropleths under Attribute Uncertainty

Journal Article published 2019 in IEEE Transactions on Visualization and Computer Graphics on pages 1 to 1

Research funded by Division of Information and Intelligent Systems (1350573) | Science and Technology Directorate (17STQAC00001-01-01) | National 973 Program of China (2015CB352503) | National Natural Science Foundation of China (61761136020, 61772456)

Authors: Zhaosong Huang, Yafeng Lu, Elizabeth Mack, Wei Chen, Ross Maciejewski