Nadeesha O. Ranasinghe, Ph.D. - Related publications

Affiliations: 
2012 Computer Science (Intelligent Robotics) University of Southern California, Los Angeles, CA, United States 
Area:
Computer Science, Robotics Engineering, Artificial Intelligence
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Rudolph JE, Fox MP, Naimi AI. Simulation as a Tool for Teaching and Learning Epidemiologic Methods. American Journal of Epidemiology. PMID 33083814 DOI: 10.1093/aje/kwaa232   
2020 Shen D, Yu X. Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33035170 DOI: 10.1109/TNNLS.2020.3027475   
2020 Di C, Liang Q, Li F, Li S, Luo F. An Efficient Parameter-Free Learning Automaton Scheme. Ieee Transactions On Neural Networks and Learning Systems. PMID 33017293 DOI: 10.1109/TNNLS.2020.3025937   
2020 Lindsey RK, Fried LE, Goldman N, Bastea S. Active learning for robust, high-complexity reactive atomistic simulations. The Journal of Chemical Physics. 153: 134117. PMID 33032434 DOI: 10.1063/5.0021965   
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   
2020 Tang L, Chen K, Wu C, Hong Y, Jia K, Yang ZX. Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors. Ieee Transactions On Cybernetics. PMID 33095729 DOI: 10.1109/TCYB.2020.3025798   
2020 Yang W, Peng L, Zhu Y, Hong L. When machine learning meets multiscale modeling in chemical reactions. The Journal of Chemical Physics. 153: 094117. PMID 32891092 DOI: 10.1063/5.0015779   
2020 Xie J, Peng X, Wang H, Niu W, Zheng X. UAV Autonomous Tracking and Landing Based on Deep Reinforcement Learning Strategy. Sensors (Basel, Switzerland). 20. PMID 33019747 DOI: 10.3390/s20195630   
2020 Zeng Y, Zhao Y, Zhang T, Zhao D, Zhao F, Lu E. A Brain-Inspired Model of Theory of Mind. Frontiers in Neurorobotics. 14: 60. PMID 32982714 DOI: 10.3389/fnbot.2020.00060   
2020 Wheeldon A, Shafik R, Rahman T, Lei J, Yakovlev A, Granmo OC. Learning automata based energy-efficient AI hardware design for IoT applications. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 378: 20190593. PMID 32921236 DOI: 10.1098/rsta.2019.0593   
2020 Jiang M, Wang Z, Guo S, Gao X, Tan KC. Individual-Based Transfer Learning for Dynamic Multiobjective Optimization. Ieee Transactions On Cybernetics. PMID 32946411 DOI: 10.1109/TCYB.2020.3017049   
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 Rezaei M, Shahidi M. Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review. Intelligence-Based Medicine. 100005. PMID 33043311 DOI: 10.1016/j.ibmed.2020.100005   
2020 Liao T, Xue L, Huang L, Hu W, Yi L. Training data generation and validation for a neural network-based equalizer. Optics Letters. 45: 5113-5116. PMID 32932466 DOI: 10.1364/OL.393808   
2020 Zhang D, Lu X, Qin H, He Y. Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling. Ieee Transactions On Visualization and Computer Graphics. PMID 32986553 DOI: 10.1109/TVCG.2020.3027069   
2020 Liu J, Ruan X, Zheng Y. Iterative Learning Control for Discrete-Time Systems With Full Learnability. Ieee Transactions On Neural Networks and Learning Systems. PMID 33085621 DOI: 10.1109/TNNLS.2020.3028388   
2020 Li J, Zhong J, Yang J, Yang C. An Incremental Learning Framework to Enhance Teaching by Demonstration Based on Multimodal Sensor Fusion. Frontiers in Neurorobotics. 14: 55. PMID 32982712 DOI: 10.3389/fnbot.2020.00055   
2020 Karthik R, Menaka R, Johnson A, Anand S. Neuroimaging and deep learning for brain stroke detection - A review of recent advancements and future prospects. Computer Methods and Programs in Biomedicine. 197: 105728. PMID 32882591 DOI: 10.1016/j.cmpb.2020.105728   
2020 Li H, Zhang L. A Bilevel Learning Model and Algorithm for Self-Organizing Feed-Forward Neural Networks for Pattern Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 33017295 DOI: 10.1109/TNNLS.2020.3026114   
2020 Han Z, Yu S, Lin SB, Zhou DX. Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33079656 DOI: 10.1109/TPAMI.2020.3032422   
2020 Choi YJ, Jhi SH. Efficient training of machine-learning potentials by randomized atomic-system generator. The Journal of Physical Chemistry. B. PMID 32910653 DOI: 10.1021/acs.jpcb.0c05075   
2020 Li J, Zhang B, Lu G, Xu Y, Wu F, Zhang D. Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance. Ieee Transactions On Neural Networks and Learning Systems. PMID 33027008 DOI: 10.1109/TNNLS.2020.3026876   
2020 Gao Q, Yang Z, Yu J, Dai W, Lei X, Tang B, Xie K, Li W. Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features. Ieee Transactions On Neural Networks and Learning Systems. PMID 33035165 DOI: 10.1109/TNNLS.2020.3025905   
2020 Bi Y, Chadha A, Abbas A, Bourtsoulatze E, Andreopoulos Y. Graph-based Spatio-Temporal Feature Learning for Neuromorphic Vision Sensing. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32941136 DOI: 10.1109/TIP.2020.3023597   
2020 Chen J, Wu T, Shi M, Jiang W. PORF-DDPG: Learning Personalized Autonomous Driving Behavior with Progressively Optimized Reward Function. Sensors (Basel, Switzerland). 20. PMID 33019643 DOI: 10.3390/s20195626   
2020 Asghari M, Sierra-Sosa D, Elmaghraby AS. A topic modeling framework for spatio-temporal information management. Information Processing & Management. 102340. PMID 32836694 DOI: 10.1016/j.ipm.2020.102340   
2020 Liu M, Qu L, Nie L, Liu M, Duan L, Chen B. Iterative Local-Global Collaboration Learning towards One-Shot Video Person Re-Identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33006929 DOI: 10.1109/TIP.2020.3026625   
2020 Frederick C, Villar S, Michalopoulou ZH. Seabed classification using physics-based modeling and machine learning. The Journal of the Acoustical Society of America. 148: 859. PMID 32873029 DOI: 10.1121/10.0001728   
2020 Zhang Z, Wang D, Gao J. Learning Automata-Based Multiagent Reinforcement Learning for Optimization of Cooperative Tasks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33027003 DOI: 10.1109/TNNLS.2020.3025711   
2020 Lin CW, Ruan SJ, Hsu WC, Tu YW, Han SL. Optimizing the Sensor Placement for Foot Plantar Center of Pressure without Prior Knowledge Using Deep Reinforcement Learning. Sensors (Basel, Switzerland). 20. PMID 33003510 DOI: 10.3390/s20195588   
2020 Lin CW, Ruan SJ, Hsu WC, Tu YW, Han SL. Optimizing the Sensor Placement for Foot Plantar Center of Pressure without Prior Knowledge Using Deep Reinforcement Learning. Sensors (Basel, Switzerland). 20. PMID 33003510 DOI: 10.3390/s20195588   
2020 Nie X, Fan M, Huang X, Yang W, Zhang B, Ma X. Online Semisupervised Active Classification for Multiview PolSAR Data. Ieee Transactions On Cybernetics. PMID 33095737 DOI: 10.1109/TCYB.2020.3026741   
2020 Patel SM, Miller CR, Schiavi A, Toy S, Schwengel DA. The sim must go on: adapting resident education to the COVID-19 pandemic using telesimulation. Advances in Simulation (London, England). 5: 26. PMID 32999738 DOI: 10.1186/s41077-020-00146-w   
2020 Malialis K, Panayiotou CG, Polycarpou MM. Online Learning With Adaptive Rebalancing in Nonstationary Environments. Ieee Transactions On Neural Networks and Learning Systems. PMID 32960769 DOI: 10.1109/TNNLS.2020.3017863   
2020 Mishra S, van Rees WM, Mahadevan L. Coordinated crawling via reinforcement learning. Journal of the Royal Society, Interface. 17: 20200198. PMID 32842883 DOI: 10.1098/rsif.2020.0198   
2020 Lou J, Jiang Y, Shen Q, Wang R, Li Z. Probabilistic Regularized Extreme Learning for Robust Modeling of Traffic Flow Forecasting. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064658 DOI: 10.1109/TNNLS.2020.3027822   
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 Kao YW, Chen HH. Associated Learning: Decomposing End-to-End Backpropagation Based on Autoencoders and Target Propagation. Neural Computation. 1-20. PMID 33080166 DOI: 10.1162/neco_a_01335   
2020 Wang S, Wang B, Wang S, Tang Y. Feature Channel Expansion and Background Suppression as the Enhancement for Infrared Pedestrian Detection. Sensors (Basel, Switzerland). 20. PMID 32916784 DOI: 10.3390/s20185128   
2020 Gou L, Zou L, Li N, Hofmann M, Shekar AK, Wendt A, Ren L. VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection. Ieee Transactions On Visualization and Computer Graphics. PMID 33079663 DOI: 10.1109/TVCG.2020.3030350   
2020 Persaud DD, Murphy M. The ELIAS framework: A prescription for innovation and change. Healthcare Management Forum. 840470420950361. PMID 32844685 DOI: 10.1177/0840470420950361   
2020 Persaud DD, Murphy M. The ELIAS framework: A prescription for innovation and change. Healthcare Management Forum. 840470420950361. PMID 32844685 DOI: 10.1177/0840470420950361   
2020 Rule JS, Tenenbaum JB, Piantadosi ST. The Child as Hacker. Trends in Cognitive Sciences. PMID 33012688 DOI: 10.1016/j.tics.2020.07.005   
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 Cerezo R, Fernández E, Gómez C, Sánchez-Santillán M, Taub M, Azevedo R. Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties. Journal of Visualized Experiments : Jove. PMID 33044455 DOI: 10.3791/60331   
2020 Juang CF, Lu CH, Huang CA. Navigation of Three Cooperative Object-Transportation Robots Using a Multistage Evolutionary Fuzzy Control Approach. Ieee Transactions On Cybernetics. PMID 32915759 DOI: 10.1109/TCYB.2020.3015960   
2020 Ruiz E, Mayol-Cuevas W. Geometric Affordance Perception: Leveraging Deep 3D Saliency With the Interaction Tensor. Frontiers in Neurorobotics. 14: 45. PMID 32733228 DOI: 10.3389/fnbot.2020.00045   
2020 Ren Z, Luo W, Yan J, Liao W, Yang X, Yuille A, Zha H, Zha H. STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32956057 DOI: 10.1109/TIP.2020.3024015   
2020 Zukotynski K, Gaudet V, Uribe CF, Mathotaarachchi S, Smith KC, Rosa-Neto P, Benard F, Black SE. Machine Learning in Nuclear Medicine: Part 2-Neural Networks and Clinical Aspects. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 32978286 DOI: 10.2967/jnumed.119.231837   
2020 Zhu K, Muller EA. Generating a Machine-learned Equation of State for Fluid Properties. The Journal of Physical Chemistry. B. PMID 32870675 DOI: 10.1021/acs.jpcb.0c05806