Yunchao Gong, Ph.D. - Related publications

Affiliations: 
2014 Computer Science University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Computer Science, Artificial Intelligence
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Lima MS. Information theory inspired optimization algorithm for efficient service orchestration in distributed systems. Plos One. 16: e0242285. PMID 33395689 DOI: 10.1371/journal.pone.0242285   
2021 Zhou J, Hu L, Jiang Y, Liu L. A Correlation Analysis between SNPs and ROIs of Alzheimer's Disease Based on Deep Learning. Biomed Research International. 2021: 8890513. PMID 33628827 DOI: 10.1155/2021/8890513   
2021 Yang X, Zhang H, Wang Z. Data-Based Optimal Consensus Control for Multiagent Systems With Policy Gradient Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 33587707 DOI: 10.1109/TNNLS.2021.3054685   
2021 Zheng K, Wu F, Chen X. Laser-Based People Detection and Obstacle Avoidance for a Hospital Transport Robot. Sensors (Basel, Switzerland). 21. PMID 33535488 DOI: 10.3390/s21030961   
2021 An G, Akiba M, Omodaka K, Nakazawa T, Yokota H. Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images. Scientific Reports. 11: 4250. PMID 33649375 DOI: 10.1038/s41598-021-83503-7   
2021 Liu S, Wang B, Zhang L. Blind Source Separation Method Based on Neural Network with Bias Term and Maximum Likelihood Estimation Criterion. Sensors (Basel, Switzerland). 21. PMID 33535650 DOI: 10.3390/s21030973   
2021 Scott I, Carter S, Coiera E. Clinician checklist for assessing suitability of machine learning applications in healthcare. Bmj Health & Care Informatics. 28. PMID 33547086 DOI: 10.1136/bmjhci-2020-100251   
2021 Gu B, Dang Z, Huo Z, Deng C, Huang H. Scaling Up Generalized Kernel Methods. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33591910 DOI: 10.1109/TPAMI.2021.3059702   
2021 Zhou JT, Zhang L, Jiawei D, Peng X, Fang Z, Xiao Z, Zhu H. Locality-Aware Crowd Counting. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33534703 DOI: 10.1109/TPAMI.2021.3056518   
2021 Zivkovic M, Bacanin N, Venkatachalam K, Nayyar A, Djordjevic A, Strumberger I, Al-Turjman F. COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach. Sustainable Cities and Society. 66: 102669. PMID 33520607 DOI: 10.1016/j.scs.2020.102669   
2021 Zhou W, Zhang HT, Wang J. An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures. Ieee Transactions On Neural Networks and Learning Systems. PMID 33481719 DOI: 10.1109/TNNLS.2020.3049056   
2021 Ru X, Ye X, Sakurai T, Zou Q. Application of learning to rank in bioinformatics tasks. Briefings in Bioinformatics. PMID 33454758 DOI: 10.1093/bib/bbaa394   
2021 Yao X, Sun K, Bu X, Zhao C, Jin Y. Classification of white blood cells using weighted optimized deformable convolutional neural networks. Artificial Cells, Nanomedicine, and Biotechnology. 49: 147-155. PMID 33533656 DOI: 10.1080/21691401.2021.1879823   
2021 Tomic A, Tomic I, Waldron L, Geistlinger L, Kuhn M, Spreng RL, Dahora LC, Seaton KE, Tomaras G, Hill J, Duggal NA, Pollock RD, Lazarus NR, Harridge SDR, Lord JM, et al. SIMON: Open-Source Knowledge Discovery Platform. Patterns (New York, N.Y.). 2: 100178. PMID 33511368 DOI: 10.1016/j.patter.2020.100178   
2021 Garrido I, Erazo-Aux J, Lagüela S, Sfarra S, Ibarra-Castanedo C, Pivarčiová E, Gargiulo G, Maldague X, Arias P. Introduction of Deep Learning in Thermographic Monitoring of Cultural Heritage and Improvement by Automatic Thermogram Pre-Processing Algorithms. Sensors (Basel, Switzerland). 21. PMID 33499344 DOI: 10.3390/s21030750   
2021 Premkumar M, Jangir P, Sowmya R, Elavarasan RM, Kumar BS. Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules. Isa Transactions. PMID 33551129 DOI: 10.1016/j.isatra.2021.01.045   
2021 Sharma H, Drukker L, Chatelain P, Droste R, Papageorghiou AT, Noble JA. Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos. Medical Image Analysis. 69: 101973. PMID 33550004 DOI: 10.1016/j.media.2021.101973   
2021 Dong Z, Huang H. A training algorithm with selectable search direction for complex-valued feedforward neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 137: 75-84. PMID 33556803 DOI: 10.1016/j.neunet.2021.01.014   
2021 Li Y, Zhou J, Tian J, Zheng X, Tang YY. Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606640 DOI: 10.1109/TNNLS.2021.3056188   
2021 Arshad S, Kim GW. Role of Deep Learning in Loop Closure Detection for Visual and Lidar SLAM: A Survey. Sensors (Basel, Switzerland). 21. PMID 33578695 DOI: 10.3390/s21041243   
2021 Guo F, Xu B, Zhang WA, Wen C, Zhang D, Yu L. Training Deep Neural Network for Optimal Power Allocation in Islanded Microgrid Systems: A Distributed Learning-Based Approach. Ieee Transactions On Neural Networks and Learning Systems. PMID 33566772 DOI: 10.1109/TNNLS.2021.3054778   
2021 Fernandes FT, de Oliveira TA, Teixeira CE, Batista AFM, Dalla Costa G, Chiavegatto Filho ADP. A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, Brazil. Scientific Reports. 11: 3343. PMID 33558602 DOI: 10.1038/s41598-021-82885-y   
2021 Meng XL, Xing ZJ, Lu S. [A deep learning-based lung nodule density classification and segmentation method and its effectiveness under different CT reconstruction algorithms]. Zhonghua Yi Xue Za Zhi. 101: 476-480. PMID 33631891 DOI: 10.3760/cma.j.cn112137-20201123-03171   
2021 Chen H, Liu Z, Gong Y, Wu B, He C. Evolutionary strategy-based location algorithm for high-resolution Lamb wave defect detection with sparse array. Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. PMID 33600312 DOI: 10.1109/TUFFC.2021.3060094   
2021 Tan K, Huang W, Liu X, Hu J, Dong S. A Hierarchical Graph Convolution Network for Representation Learning of Gene Expression Data. Ieee Journal of Biomedical and Health Informatics. PMID 33449889 DOI: 10.1109/JBHI.2021.3052008   
2021 Li Q, Chen G. Recognition of industrial machine parts based on transfer learning with convolutional neural network. Plos One. 16: e0245735. PMID 33507901 DOI: 10.1371/journal.pone.0245735   
2021 Lu Z, Zhou Y, Hao JK. A Hybrid Evolutionary Algorithm for the Clique Partitioning Problem. Ieee Transactions On Cybernetics. PMID 33635807 DOI: 10.1109/TCYB.2021.3051243   
2021 Wang Y, Zhang L, Shu X, Feng Y, Zhang Y, Lv Q. Feature-sensitive Deep Convolutional Neural Network for Multi-instance Breast Cancer Detection. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 33600319 DOI: 10.1109/TCBB.2021.3060183   
2021 Kim YW, Byun YC, Krishna AVN. Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models. Entropy (Basel, Switzerland). 23. PMID 33562843 DOI: 10.3390/e23020197   
2021 Pan H, Ganose AM, Horton M, Aykol M, Persson KA, Zimmermann NER, Jain A. Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures. Inorganic Chemistry. PMID 33417450 DOI: 10.1021/acs.inorgchem.0c02996   
2021 Wang Z, Liu Y, Luo X, Wang J, Gao C, Peng D, Chen W. Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer. Ieee Transactions On Neural Networks and Learning Systems. PMID 33646960 DOI: 10.1109/TNNLS.2021.3059711   
2021 Cheung M, Campbell JJ, Whitby L, Thomas RJ, Braybrook J, Petzing J. Current trends in flow cytometry automated data analysis software. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 33606354 DOI: 10.1002/cyto.a.24320   
2021 Lu J, Ding J, Liu C, Chai T. Hierarchical-Bayesian-Based Sparse Stochastic Configuration Networks for Construction of Prediction Intervals. Ieee Transactions On Neural Networks and Learning Systems. PMID 33534718 DOI: 10.1109/TNNLS.2021.3053306   
2021 Larriva-Novo X, Villagrá VA, Vega-Barbas M, Rivera D, Sanz Rodrigo M. An IoT-Focused Intrusion Detection System Approach Based on Preprocessing Characterization for Cybersecurity Datasets. Sensors (Basel, Switzerland). 21. PMID 33477875 DOI: 10.3390/s21020656   
2021 İncetan K, Celik IO, Obeid A, Gokceler GI, Ozyoruk KB, Almalioglu Y, Chen RJ, Mahmood F, Gilbert H, Durr NJ, Turan M. VR-Caps: A Virtual Environment for Capsule Endoscopy. Medical Image Analysis. 70: 101990. PMID 33609920 DOI: 10.1016/j.media.2021.101990   
2021 Liu F, Liua H, Zhang W, Liub G, Shen L. One-class Fingerprint Presentation Attack Detection using Auto-encoder Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33493115 DOI: 10.1109/TIP.2021.3052341   
2021 Yang D, Xu Z, Li W, Myronenko A, Roth HR, Harmon S, Xu S, Turkbey B, Turkbey E, Wang X, Zhu W, Carrafiello G, Patella F, Cariati M, Obinata H, et al. Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan. Medical Image Analysis. 70: 101992. PMID 33601166 DOI: 10.1016/j.media.2021.101992   
2021 Mahmud M, Kaiser MS, McGinnity TM, Hussain A. Deep Learning in Mining Biological Data. Cognitive Computation. 1-33. PMID 33425045 DOI: 10.1007/s12559-020-09773-x   
2021 Fu Z, He X, Wang E, Huo J, Huang J, Wu D. Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning. Sensors (Basel, Switzerland). 21. PMID 33525538 DOI: 10.3390/s21030885   
2021 Li X, Wang Q, Nie F, Chen M. Locality Adaptive Discriminant Analysis Framework. Ieee Transactions On Cybernetics. PMID 33502996 DOI: 10.1109/TCYB.2021.3049684   
2021 Chen X, Chen R, Wu Q, Nie F, Yang M, Mao R. Semisupervised Feature Selection via Structured Manifold Learning. Ieee Transactions On Cybernetics. PMID 33635817 DOI: 10.1109/TCYB.2021.3052847   
2021 Bian T, Jiang ZP. Reinforcement Learning and Adaptive Optimal Control for Continuous-Time Nonlinear Systems: A Value Iteration Approach. Ieee Transactions On Neural Networks and Learning Systems. PMID 33417569 DOI: 10.1109/TNNLS.2020.3045087   
2021 Liu B, Wang W, Zhou J, Li B, Liu X. Detail-Preserving Shape Unfolding. Sensors (Basel, Switzerland). 21. PMID 33567637 DOI: 10.3390/s21041187   
2021 Khalid A, Lundqvist K, Yates A, Ghzanfar MA. Novel online Recommendation algorithm for Massive Open Online Courses (NoR-MOOCs). Plos One. 16: e0245485. PMID 33481886 DOI: 10.1371/journal.pone.0245485   
2021 Fan DP, Li T, Lin Z, Ji GP, Zhang D, Cheng MM, Fu H, Shen J. Re-thinking Co-Salient Object Detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33600309 DOI: 10.1109/TPAMI.2021.3060412   
2021 Pu X, Deng D, Chu C, Zhou T, Liu J. High-dimensional hepatopath data analysis by machine learning for predicting HBV-related fibrosis. Scientific Reports. 11: 5081. PMID 33658585 DOI: 10.1038/s41598-021-84556-4   
2021 Li J, He S, Guo F, Zou Q. HSM6AP: A high-precision predictor for the Homo sapiens N6-methyladenosine (m^6 A) based on multiple weights and feature stitching. Rna Biology. PMID 33446014 DOI: 10.1080/15476286.2021.1875180   
2021 Zhao M, He W, Tang J, Zou Q, Guo F. A comprehensive overview and critical evaluation of gene regulatory network inference technologies. Briefings in Bioinformatics. PMID 33539514 DOI: 10.1093/bib/bbab009   
2021 Park Y, Choi A, Kim K. Single-Channel Multiple-Receiver Sound Source Localization System with Homomorphic Deconvolution and Linear Regression. Sensors (Basel, Switzerland). 21. PMID 33498719 DOI: 10.3390/s21030760   
2021 Wang J, Ma Z, Nie F, Li X. Fast Self-Supervised Clustering With Anchor Graph. Ieee Transactions On Neural Networks and Learning Systems. PMID 33587715 DOI: 10.1109/TNNLS.2021.3056080