Volodymyr Mnih, Ph.D. - Related publications

Affiliations: 
2013 University of Toronto, Toronto, ON, Canada 
Area:
machine learning
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17 most relevant papers in past 60 days:
Year Citation  Score
2021 Devarajan K. A statistical framework for non-negative matrix factorization based on generalized dual divergence. Neural Networks : the Official Journal of the International Neural Network Society. 140: 309-324. PMID 33892302 DOI: 10.1016/j.neunet.2021.03.020   
2021 Jensen PJ, Zhang J, Koontz BF, Wu QJ. A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities. Frontiers in Artificial Intelligence. 4: 624038. PMID 33969289 DOI: 10.3389/frai.2021.624038   
2021 Johnson CC, Quackenbush T, Sorensen T, Wingate D, Killpack MD. Using First Principles for Deep Learning and Model-Based Control of Soft Robots. Frontiers in Robotics and Ai. 8: 654398. PMID 34017861 DOI: 10.3389/frobt.2021.654398   
2021 Yang Y, Wang X, Zhao X, Huang M, Zhu Q. M3GPSpectra: A novel approach integrating variable selection/construction and MLR modeling for quantitative spectral analysis. Analytica Chimica Acta. 1160: 338453. PMID 33894955 DOI: 10.1016/j.aca.2021.338453   
2021 Bock FE, Keller S, Huber N, Klusemann B. Hybrid Modelling by Machine Learning Corrections of Analytical Model Predictions towards High-Fidelity Simulation Solutions. Materials (Basel, Switzerland). 14. PMID 33920078 DOI: 10.3390/ma14081883   
2021 Mishra NK, Singh P, Joshi SD. Automated detection of COVID-19 from CT scan using convolutional neural network. Biocybernetics and Biomedical Engineering. PMID 33967366 DOI: 10.1016/j.bbe.2021.04.006   
2021 Juda P, Renard P. An Attempt to Boost Posterior Population Expansion Using Fast Machine Learning Algorithms. Frontiers in Artificial Intelligence. 4: 624629. PMID 33817629 DOI: 10.3389/frai.2021.624629   
2021 Wang S, Shan P, Zhao Y, Zuo L. GanDTI: A multi-task neural network for drug-target interaction prediction. Computational Biology and Chemistry. 92: 107476. PMID 33799080 DOI: 10.1016/j.compbiolchem.2021.107476   
2021 Qiang B, Lai J, Jin H, Zhang L, Liu Z. Target Prediction Model for Natural Products Using Transfer Learning. International Journal of Molecular Sciences. 22. PMID 33924898 DOI: 10.3390/ijms22094632   
2021 Vasile CM, Udriștoiu AL, Ghenea AE, Popescu M, Gheonea C, Niculescu CE, Ungureanu AM, Udriștoiu Ș, Drocaş AI, Gruionu LG, Gruionu G, Iacob AV, Alexandru DO. Intelligent Diagnosis of Thyroid Ultrasound Imaging Using an Ensemble of Deep Learning Methods. Medicina (Kaunas, Lithuania). 57. PMID 33921597 DOI: 10.3390/medicina57040395   
2021 Oh TH, Kim JW, Son SH, Kim H, Lee K, Lee JM. Automatic control of simulated moving bed process with deep Q-network. Journal of Chromatography. A. 1647: 462073. PMID 33964620 DOI: 10.1016/j.chroma.2021.462073   
2021 Papantonis I, Belle V. Closed-Form Results for Prior Constraints in Sum-Product Networks. Frontiers in Artificial Intelligence. 4: 644062. PMID 33898984 DOI: 10.3389/frai.2021.644062   
2021 Hu F, Jiang J, Wang D, Zhu M, Yin P. Multi-PLI: interpretable multi-task deep learning model for unifying protein-ligand interaction datasets. Journal of Cheminformatics. 13: 30. PMID 33858485 DOI: 10.1186/s13321-021-00510-6   
2021 Fonseca G, Poltavsky I, Vassilev-Galindo V, Tkatchenko A. Improving molecular force fields across configurational space by combining supervised and unsupervised machine learning. The Journal of Chemical Physics. 154: 124102. PMID 33810678 DOI: 10.1063/5.0035530   
2021 Kanwal S, Hussain A, Huang K. Novel Artificial Immune Networks-based optimization of shallow machine learning (ML) classifiers Expert Systems With Applications. 165: 113834. DOI: 10.1016/J.Eswa.2020.113834   
2021 Owais M, Yoon HS, Mahmood T, Haider A, Sultan H, Park KR. Light-weighted ensemble network with multilevel activation visualization for robust diagnosis of COVID19 pneumonia from large-scale chest radiographic database. Applied Soft Computing. 108: 107490. PMID 33994894 DOI: 10.1016/j.asoc.2021.107490   
2021 Alemayoh TT, Lee JH, Okamoto S. New Sensor Data Structuring for Deeper Feature Extraction in Human Activity Recognition. Sensors (Basel, Switzerland). 21. PMID 33923706 DOI: 10.3390/s21082814