Monica N. Nicolescu, Ph.D. - Related publications

Affiliations: 
2003 University of Southern California, Los Angeles, CA, United States 
Area:
Computer Science, Artificial Intelligence
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Lai N, Kan M, Han C, Song X, Shan S. Learning to Learn Adaptive Classifier-Predictor for Few-Shot Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 32755872 DOI: 10.1109/TNNLS.2020.3011526   
2020 Girbes-Juan V, Schettino V, Demiris Y, Tornero J. Haptic and Visual Feedback Assistance for Dual-Arm Robot Teleoperation in Surface Conditioning Tasks. Ieee Transactions On Haptics. PMID 32746376 DOI: 10.1109/TOH.2020.3004388   
2020 Yoon HJ, Klasky HB, Gounley JP, Alawad M, Gao S, Durbin EB, Wu XC, Stroup A, Doherty J, Coyle L, Penberthy L, Blair Christian J, Tourassi GD. Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports. Journal of Biomedical Informatics. 103564. PMID 32919043 DOI: 10.1016/j.jbi.2020.103564   
2020 Luo J, Chen L, Li X, Zhang Q. Novel Multitask Conditional Neural-Network Surrogate Models for Expensive Optimization. Ieee Transactions On Cybernetics. PMID 32881702 DOI: 10.1109/TCYB.2020.3014126   
2020 Guijo-Rubio D, Gutiérrez PA, Hervás-Martínez C. Machine learning methods in organ transplantation. Current Opinion in Organ Transplantation. 25: 399-405. PMID 32618714 DOI: 10.1097/MOT.0000000000000774   
2020 Ye HJ, Zhan DC, Jiang Y, Zhou ZH. Heterogeneous Few-Shot Model Rectification with Semantic Mapping. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750764 DOI: 10.1109/TPAMI.2020.2994749   
2020 Eichenbaum A, Scimeca JM, D'Esposito M. Dissociable Neural Systems Support the Learning and Transfer of Hierarchical Control Structure. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32690614 DOI: 10.1523/JNEUROSCI.0847-20.2020   
2020 Kim SM, Feng Q, Lam WK. Analogy and explicit motor learning in dynamic balance: Posturography and performance analyses. European Journal of Sport Science. 1-32. PMID 32948108 DOI: 10.1080/17461391.2020.1827046   
2020 Zhou F, Liu X, Zhang K, Trajcevski G. Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models. Ieee Transactions On Neural Networks and Learning Systems. PMID 32784143 DOI: 10.1109/TNNLS.2020.3005325   
2020 Faust K, Roohi A, Leon AJ, Leroux E, Dent A, Evans AJ, Pugh TJ, Kalimuthu SN, Djuric U, Diamandis P. Unsupervised Resolution of Histomorphologic Heterogeneity in Renal Cell Carcinoma Using a Brain Tumor-Educated Neural Network. Jco Clinical Cancer Informatics. 4: 811-821. PMID 32946287 DOI: 10.1200/CCI.20.00035   
2020 Sandeep S, Shelton CR, Pahor A, Jaeggi SM, Seitz AR. Application of Machine Learning Models for Tracking Participant Skills in Cognitive Training. Frontiers in Psychology. 11: 1532. PMID 32793032 DOI: 10.3389/fpsyg.2020.01532   
2020 Schneider JM, Hu A, Legault J, Qi Z. Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques. Journal of Visualized Experiments : Jove. PMID 32716372 DOI: 10.3791/61474   
2020 Liang J, Liu Z, Zhou J, Jiang X, Zhang C, Wang F. Model-Protected Multi-Task Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32780696 DOI: 10.1109/TPAMI.2020.3015859   
2020 Ranganathan R, Lee MH, Newell KM. Repetition Without Repetition: Challenges in Understanding Behavioral Flexibility in Motor Skill. Frontiers in Psychology. 11: 2018. PMID 32903689 DOI: 10.3389/fpsyg.2020.02018   
2020 Li H, Wang S, Wan R, Kot Chichung A. GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32870783 DOI: 10.1109/TPAMI.2020.3020554   
2020 Li H, Wang S, Wan R, Kot Chichung A. GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32870783 DOI: 10.1109/TPAMI.2020.3020554   
2020 Fries JA, Steinberg E, Khattar S, Fleming SL, Posada J, Callahan A, Shah NH. Trove: Ontology-driven weak supervision for medical entity classification. Arxiv. PMID 32793768   
2020 Deng S, Zhang X, Yan W, Chang EI, Fan Y, Lai M, Xu Y. Deep learning in digital pathology image analysis: a survey. Frontiers of Medicine. PMID 32728875 DOI: 10.1007/s11684-020-0782-9   
2020 Patacchiola M, Cangelosi A. A Developmental Cognitive Architecture for Trust and Theory of Mind in Humanoid Robots. Ieee Transactions On Cybernetics. PMID 32639936 DOI: 10.1109/TCYB.2020.3002892   
2020 Guo Y, Wang H, Hu Q, Liu H, Liu L, Bennamoun M. Deep Learning for 3D Point Clouds: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750799 DOI: 10.1109/TPAMI.2020.3005434   
2020 Barreto A, Hou S, Borsa D, Silver D, Precup D. Fast reinforcement learning with generalized policy updates. Proceedings of the National Academy of Sciences of the United States of America. PMID 32817541 DOI: 10.1073/pnas.1907370117   
2020 Zhong J, Zeng X, Cao W, Wu S, Liu C, Yu Z, Wong HS. Semisupervised Multiple Choice Learning for Ensemble Classification. Ieee Transactions On Cybernetics. PMID 32924945 DOI: 10.1109/TCYB.2020.3016048   
2020 Steyvers M, Schafer RJ. Inferring latent learning factors in large-scale cognitive training data. Nature Human Behaviour. PMID 32868884 DOI: 10.1038/s41562-020-00935-3   
2020 Halim J, Jelley J, Zhang N, Ornstein M, Patel B. The effect of verbal feedback, video feedback, and self-assessment on laparoscopic intracorporeal suturing skills in novices: a randomized trial. Surgical Endoscopy. PMID 32804266 DOI: 10.1007/s00464-020-07871-3   
2020 Bansal A, Padappayil RP, Garg C, Singal A, Gupta M, Klein A. Utility of Artificial Intelligence Amidst the COVID 19 Pandemic: A Review. Journal of Medical Systems. 44: 156. PMID 32740678 DOI: 10.1007/s10916-020-01617-3   
2020 Korzeczek A, Cholin J, Jorschick A, Hewitt M, Sommer M. Finger Sequence Learning in Adults Who Stutter. Frontiers in Psychology. 11: 1543. PMID 32848984 DOI: 10.3389/fpsyg.2020.01543   
2020 Sarpong NO, Herndon CL, Held MB, Neuwirth AL, Hickernell TR, Geller JA, Cooper HJ, Shah RP. What Is the Learning Curve for New Technologies in Total Joint Arthroplasty? A Review. Current Reviews in Musculoskeletal Medicine. PMID 32827304 DOI: 10.1007/s12178-020-09671-7   
2020 Yang J, Yan FF, Chen L, Xi J, Fan S, Zhang P, Lu ZL, Huang CB. General learning ability in perceptual learning. Proceedings of the National Academy of Sciences of the United States of America. PMID 32703813 DOI: 10.1073/pnas.2002903117   
2020 Zhao K, Zong B, Zhang L. Explorative and Exploitative Learning in Teams: Unpacking the Antecedents and Consequences. Frontiers in Psychology. 11: 2041. PMID 32922342 DOI: 10.3389/fpsyg.2020.02041   
2020 Tan Q, Liu Y, Liu J. Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework. Ieee Transactions On Neural Networks and Learning Systems. PMID 32877340 DOI: 10.1109/TNNLS.2020.3015215   
2020 Ma R, Vanstrum EB, Lee R, Chen J, Hung AJ. Machine learning in the optimization of robotics in the operative field. Current Opinion in Urology. PMID 32925312 DOI: 10.1097/MOU.0000000000000816   
2020 Sang S, Liu X, Chen X, Zhao D. A Scalable Embedding based Neural Network Method for Discovering Knowledge from Biomedical Literature. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 32750871 DOI: 10.1109/TCBB.2020.3003947   
2020 Sang S, Liu X, Chen X, Zhao D. A Scalable Embedding based Neural Network Method for Discovering Knowledge from Biomedical Literature. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 32750871 DOI: 10.1109/TCBB.2020.3003947   
2020 Kootstra T, Teuwen J, Goudsmit J, Nijboer T, Dodd M, Van der Stigchel S. Machine learning-based classification of viewing behavior using a wide range of statistical oculomotor features. Journal of Vision. 20: 1. PMID 32876676 DOI: 10.1167/jov.20.9.1   
2020 Ding C, Wang K, Wang P, Tao D. Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32946381 DOI: 10.1109/TPAMI.2020.3024900   
2020 Stojanović L, Popović M, Tijanić N, Rakočević G, Kalinić M. Improved Scaffold Hopping in Ligand-based Virtual Screening Using Neural Representation Learning. Journal of Chemical Information and Modeling. PMID 32786700 DOI: 10.1021/acs.jcim.0c00622   
2020 Jiang YG, Cheng C, Lin H, Fu Y. Learning Layer-Skippable Inference Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32857695 DOI: 10.1109/TIP.2020.3018269   
2020 Strieth-Kalthoff F, Sandfort F, Segler MHS, Glorius F. Machine learning the ropes: principles, applications and directions in synthetic chemistry. Chemical Society Reviews. PMID 32672294 DOI: 10.1039/c9cs00786e   
2020 Parker DA, Roumell EA. A Functional Contextualist Approach to Mastery Learning in Vocational Education and Training. Frontiers in Psychology. 11: 1479. PMID 32714253 DOI: 10.3389/fpsyg.2020.01479   
2020 Parker DA, Roumell EA. A Functional Contextualist Approach to Mastery Learning in Vocational Education and Training. Frontiers in Psychology. 11: 1479. PMID 32714253 DOI: 10.3389/fpsyg.2020.01479   
2020 Ye M, Shen J, Zhang X, Yuen PC, Chang SF. Augmentation Invariant and Instance Spreading Feature for Softmax Embedding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750841 DOI: 10.1109/TPAMI.2020.3013379   
2020 Guo Y, Xu B, Zhang R. Terminal Sliding Mode Control of MEMS Gyroscopes With Finite-Time Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 32941157 DOI: 10.1109/TNNLS.2020.3018107   
2020 Warikoo N, Chang YC, Hsu WL. LBERT: Lexically-aware Transformers based Bidirectional Encoder Representation model for learning Universal Bio-Entity Relations. Bioinformatics (Oxford, England). PMID 32810217 DOI: 10.1093/bioinformatics/btaa721   
2020 Li Y, Ma L, Zhong Z, Liu F, Chapman MA, Cao D, Li J. Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review. Ieee Transactions On Neural Networks and Learning Systems. PMID 32822311 DOI: 10.1109/TNNLS.2020.3015992   
2020 Schwung D, Schwung A, Ding SX. Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach. Ieee Transactions On Cybernetics. PMID 32726287 DOI: 10.1109/TCYB.2020.3006620   
2020 Himmelberger ZM, Merrill EC, Conners FA, Roskos B, Yang Y, Robinson T. The Acquisition of Survey Knowledge by Individuals With Down Syndrome. Frontiers in Human Neuroscience. 14: 256. PMID 32719594 DOI: 10.3389/fnhum.2020.00256   
2020 Strodthoff N, Wagner P, Schaeffter T, Samek W. Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL. Ieee Journal of Biomedical and Health Informatics. PMID 32903191 DOI: 10.1109/JBHI.2020.3022989   
2020 Carter H, Hanks S, Gale T. A qualitative study using hybrid simulation to explore the impacts of human factors e-learning on behaviour change. Advances in Simulation (London, England). 5: 20. PMID 32817807 DOI: 10.1186/s41077-020-00136-y   
2020 Yadav S, Ramesh S, Saha S, Ekbal A. Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 32853152 DOI: 10.1109/TCBB.2020.3020016   
2020 Wang X, Ke L, Qiao Z, Chai X. Large-Scale Traffic Signal Control Using a Novel Multiagent Reinforcement Learning. Ieee Transactions On Cybernetics. PMID 32881705 DOI: 10.1109/TCYB.2020.3015811