Vishnu C. Vimjam, Ph.D. - Related publications

Affiliations: 
2007 Virginia Polytechnic and State University, United States 
Area:
Electronics and Electrical Engineering, Computer Science
NOTE: We are testing a new system for identifying relevant work based on semantic analysis that identifies similarities between recently published papers and the current author's publications. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches.
50 most relevant papers in past 60 days:
Year Citation  Score
2020 Jing X, Yan Z, Shen Y, Pedrycz W, Yang J. A Group-Based Distance Learning Method for Semisupervised Fuzzy Clustering. Ieee Transactions On Cybernetics. PMID 33027030 DOI: 10.1109/TCYB.2020.3023373   
2020 Gu B, Zhai Z, Deng C, Huang H. Efficient Active Learning by Querying Discriminative and Representative Samples and Fully Exploiting Unlabeled Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 32845848 DOI: 10.1109/TNNLS.2020.3016928   
2020 Guo W, Gu X, Fang Q, Li Q. Comparison of performances of conventional and deep learning-based methods in segmentation of lung vessels and registration of chest radiographs. Radiological Physics and Technology. PMID 32918159 DOI: 10.1007/s12194-020-00584-1   
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 Nguyen T, Raich R. Incomplete Label Multiple Instance Multiple Label Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32813649 DOI: 10.1109/TPAMI.2020.3017456   
2020 Lo Vercio L, Amador K, Bannister JJ, Crites S, Gutierrez A, MacDonald ME, Moore J, Mouches P, Rajasheka D, Schimert S, Subbanna N, Tuladhar A, Wang N, Wilms M, Winder A, et al. Supervised machine learning tools: a tutorial for clinicians. Journal of Neural Engineering. PMID 33036008 DOI: 10.1088/1741-2552/abbff2   
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 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 Wang Z, Liu Q, Dou Q. Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification. Ieee Journal of Biomedical and Health Informatics. PMID 32915751 DOI: 10.1109/JBHI.2020.3023246   
2020 Ahmad A, Garhwal S, Ray SK, Kumar G, Malebary SJ, Barukab OM. The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges. Archives of Computational Methods in Engineering : State of the Art Reviews. 1-9. PMID 32837183 DOI: 10.1007/s11831-020-09472-8   
2020 Zhang X, Xiao W, Xiao W. DeepHE: Accurately predicting human essential genes based on deep learning. Plos Computational Biology. 16: e1008229. PMID 32936825 DOI: 10.1371/journal.pcbi.1008229   
2020 Liu J, Li J, Wang H, Yan J. Application of deep learning in genomics. Science China. Life Sciences. PMID 33051704 DOI: 10.1007/s11427-020-1804-5   
2020 Hossein Hosseini SA, Yaman B, Moeller S, Akcakaya M. High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based Neural Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 1481-1484. PMID 33018271 DOI: 10.1109/EMBC44109.2020.9176241   
2020 Liang J, Zhu P, Dang C, Hu Q. Semisupervised Laplace-Regularized Multimodality Metric Learning. Ieee Transactions On Cybernetics. PMID 33027018 DOI: 10.1109/TCYB.2020.3022277   
2020 Nadeem MW, Goh HG, Ali A, Hussain M, Khan MA, Ponnusamy VA. Bone Age Assessment Empowered with Deep Learning: A Survey, Open Research Challenges and Future Directions. Diagnostics (Basel, Switzerland). 10. PMID 33022947 DOI: 10.3390/diagnostics10100781   
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 Thompson AC, Jammal AA, Medeiros FA. A Review of Deep Learning for Screening, Diagnosis, and Detection of Glaucoma Progression. Translational Vision Science & Technology. 9: 42. PMID 32855846 DOI: 10.1167/tvst.9.2.42   
2020 Li H, Barnaghi P, Enshaeifar S, Ganz F. Continual Learning Using Bayesian Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 32866104 DOI: 10.1109/TNNLS.2020.3017292   
2020 Jafarkhani F, Jamebozorg Z. Comparing Cooperative Flipped Learning with Individual Flipped Learning in a Biochemistry Course. Journal of Medicine and Life. 13: 399-403. PMID 33072215 DOI: 10.25122/jml-2019-0149   
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 He Y, Shen Z, Zhang Q, Wang S, Huang DS. A survey on deep learning in DNA/RNA motif mining. Briefings in Bioinformatics. PMID 33005921 DOI: 10.1093/bib/bbaa229   
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 Zhen L, Hu P, Peng X, Goh RSM, Zhou JT. Deep Multimodal Transfer Learning for Cross-Modal Retrieval. Ieee Transactions On Neural Networks and Learning Systems. PMID 33090960 DOI: 10.1109/TNNLS.2020.3029181   
2020 Wetherell J, Costamagna A, Gatti M, Reining L. Insights into one-body density matrices using deep learning. Faraday Discussions. PMID 32936199 DOI: 10.1039/d0fd00061b   
2020 Zhang XB, Zhai DH, Yang Y, Zhang YL, Wang CL. A novel semi-supervised multi-view clustering framework for screening Parkinson's disease. Mathematical Biosciences and Engineering : Mbe. 17: 3395-3411. PMID 32987535 DOI: 10.3934/mbe.2020192   
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 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 B S, R N. Transfer Learning Based Automatic Human Identification using Dental Traits- An Aid to Forensic Odontology. Journal of Forensic and Legal Medicine. 76: 102066. PMID 33032205 DOI: 10.1016/j.jflm.2020.102066   
2020 Ma Y, Fan A, He J, Nelakurthi AR, Maciejewski R. A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. Ieee Transactions On Visualization and Computer Graphics. PMID 33035164 DOI: 10.1109/TVCG.2020.3028888   
2020 Liu Z, Zhang Y, Ma D, Xu Q, Seger CA. Differing effects of gain and loss feedback on rule-based and information-integration category learning. Psychonomic Bulletin & Review. PMID 33006121 DOI: 10.3758/s13423-020-01816-6   
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 Benda NC, Kellogg KM, Hoffman DJ, Fairbanks RJ, Auguste T. Lessons Learned From an Evaluation of Serious Gaming as an Alternative to Mannequin-Based Simulation Technology: Randomized Controlled Trial. Jmir Serious Games. 8: e21123. PMID 32985993 DOI: 10.2196/21123   
2020 Han N, Wu J, Fang X, Teng S, Zhou G, Xie S, Li X. Projective Double Reconstructions Based Dictionary Learning Algorithm for Cross-Domain Recognition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32970596 DOI: 10.1109/TIP.2020.3024728   
2020 Lafontaine MP, Knoth IS, Lippé S. Learning abilities. Handbook of Clinical Neurology. 173: 241-254. PMID 32958177 DOI: 10.1016/B978-0-444-64150-2.00021-6   
2020 Lafontaine MP, Knoth IS, Lippé S. Learning abilities. Handbook of Clinical Neurology. 173: 241-254. PMID 32958177 DOI: 10.1016/B978-0-444-64150-2.00021-6   
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 Ditta AS, Strickland-Hughes CM, Cheung C, Wu R. Exposure to information increases motivation to learn more. Learning and Motivation. 72: 101668. PMID 32934422 DOI: 10.1016/j.lmot.2020.101668   
2020 Pires EMSG, Daniel-Filho DA, de Nooijer J, Dolmans DHJM. Collaborative learning: Elements encouraging and hindering deep approach to learning and use of elaboration strategies. Medical Teacher. 1-9. PMID 32780607 DOI: 10.1080/0142159X.2020.1801996   
2020 Chang M, Canseco JA, Nicholson KJ, Patel N, Vaccaro AR. The Role of Machine Learning in Spine Surgery: The Future Is Now. Frontiers in Surgery. 7: 54. PMID 32974382 DOI: 10.3389/fsurg.2020.00054   
2020 Palumbo F, Serneels B, Pelgrims R, Yaksi E. The Zebrafish Dorsolateral Habenula Is Required for Updating Learned Behaviors. Cell Reports. 32: 108054. PMID 32846116 DOI: 10.1016/j.celrep.2020.108054   
2020 Moreno JR, Carleo G, Georges A. Deep Learning the Hohenberg-Kohn Maps of Density Functional Theory. Physical Review Letters. 125: 076402. PMID 32857556 DOI: 10.1103/PhysRevLett.125.076402   
2020 Farashahi S, Xu J, Wu SW, Soltani A. Learning arbitrary stimulus-reward associations for naturalistic stimuli involves transition from learning about features to learning about objects. Cognition. 104425. PMID 32958287 DOI: 10.1016/j.cognition.2020.104425   
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 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 Zhang W, Wu QMJ, Yang Y, Akilan T. Multimodel Feature Reinforcement Framework Using Moore-Penrose Inverse for Big Data Analysis. Ieee Transactions On Neural Networks and Learning Systems. PMID 33021948 DOI: 10.1109/TNNLS.2020.3026621   
2020 Alqudah NM, Jammal HM, Saleh O, Khader Y, Obeidat N, Alqudah J. Perception and experience of academic Jordanian ophthalmologists with E-Learning for undergraduate course during the COVID-19 pandemic. Annals of Medicine and Surgery (2012). 59: 44-47. PMID 32934810 DOI: 10.1016/j.amsu.2020.09.014   
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 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 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 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