Fred Lochovsky - Related publications

Hong Kong University of Science and Technology (Hong Kong) 
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 de Lima MD, de Oliveira Roque E Lima J, Barbosa RM. Medical data set classification using a new feature selection algorithm combined with twin-bounded support vector machine. Medical & Biological Engineering & Computing. PMID 31900818 DOI: 10.1007/s11517-019-02100-z   
2020 Burgos DAT, Vargas RCG, Pedraza C, Agis D, Pozo F. Damage Identification in Structural Health Monitoring: A Brief Review from its Implementation to the Use of Data-Driven Applications. Sensors (Basel, Switzerland). 20. PMID 32013073 DOI: 10.3390/s20030733   
2020 Woolley CSC, Handel IG, Bronsvoort BM, Schoenebeck JJ, Clements DN. Is it time to stop sweeping data cleaning under the carpet? A novel algorithm for outlier management in growth data. Plos One. 15: e0228154. PMID 31978151 DOI: 10.1371/journal.pone.0228154   
2020 Asadi N, Wang Y, Olson I, Obradovic Z. A heuristic information cluster search approach for precise functional brain mapping. Human Brain Mapping. PMID 32034846 DOI: 10.1002/hbm.24944   
2020 Solis Castilla R, Akbari A, Jafari R, Mortazavi BJ. Using Intelligent Personal Annotations to Improve Human Activity Recognition for Movements in Natural Environments. Ieee Journal of Biomedical and Health Informatics. PMID 31940569 DOI: 10.1109/JBHI.2020.2966151   
2020 Prieto Curiel R, Cabrera Arnau C, Torres Pinedo M, González Ramírez H, Bishop SR. A continuous binning for discrete, sparse and concentrated observations. Methodsx. 7: 100709. PMID 32021812 DOI: 10.1016/j.mex.2019.10.020   
2020 Li J, Shi X, You ZH, Yi HC, Chen Z, Lin Q, Fang M. Using Weighted Extreme Learning Machine Combined with Scale-invariant Feature Transform to Predict Protein-Protein Interactions from Protein Evolutionary Information. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 31940546 DOI: 10.1109/TCBB.2020.2965919   
2020 Yang L, Zhong P. Robust adaptation regularization based on within-class scatter for domain adaptation. Neural Networks : the Official Journal of the International Neural Network Society. 124: 60-74. PMID 31982674 DOI: 10.1016/j.neunet.2020.01.009   
2020 Melinscak F, Bach DR. Computational optimization of associative learning experiments. Plos Computational Biology. 16: e1007593. PMID 31905214 DOI: 10.1371/journal.pcbi.1007593   
2020 Zeng Y, Hao Z, Cai R, Xie F, Ou L, Huang R. A causal discovery algorithm based on the prior selection of leaf nodes. Neural Networks : the Official Journal of the International Neural Network Society. 124: 130-145. PMID 31991308 DOI: 10.1016/j.neunet.2019.12.020   
2020 Silalahi DD, Midi H, Arasan J, Mustafa MS, Caliman JP. Kernel partial diagnostic robust potential to handle high-dimensional and irregular data space on near infrared spectral data. Heliyon. 6: e03176. PMID 32042959 DOI: 10.1016/j.heliyon.2020.e03176   
2020 Zalay OC. Blind method for discovering number of clusters in multidimensional datasets by regression on linkage hierarchies generated from random data. Plos One. 15: e0227788. PMID 31971953 DOI: 10.1371/journal.pone.0227788   
2020 Zhao C, Cao Z, Yang J, Xian K, Li X. Image Feature Correspondence Selection: a Comparative Study and a New Contribution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31905137 DOI: 10.1109/TIP.2019.2962678   
2020 Taufer M, Estrada T, Johnston T. A survey of algorithms for transforming molecular dynamics data into metadata for analytics based on machine learning methods. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 378: 20190063. PMID 31955686 DOI: 10.1098/rsta.2019.0063   
2020 Hong W, Qian C, Tang K. Efficient Minimum Cost Seed Selection With Theoretical Guarantees for Competitive Influence Maximization. Ieee Transactions On Cybernetics. PMID 32031962 DOI: 10.1109/TCYB.2020.2966593   
2020 Hassan BA, Rashid TA. Datasets on statistical analysis and performance evaluation of backtracking search optimisation algorithm compared with its counterpart algorithms. Data in Brief. 28: 105046. PMID 31921951 DOI: 10.1016/j.dib.2019.105046   
2020 Borsoi RA, Imbiriba T, Bermudez JCM. A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31976890 DOI: 10.1109/TIP.2020.2963959   
2020 Cornacchia M, Velipasalar S. Autonomous Selective Parts-Based Tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31995487 DOI: 10.1109/TIP.2020.2967580   
2020 Keyes DE, Ltaief H, Turkiyyah G. Hierarchical algorithms on hierarchical architectures. Philosophical Transactions. Series a, Mathematical, Physical, and Engineering Sciences. 378: 20190055. PMID 31955677 DOI: 10.1098/rsta.2019.0055   
2020 Karim MR, Beyan O, Zappa A, Costa IG, Rebholz-Schuhmann D, Cochez M, Decker S. Deep learning-based clustering approaches for bioinformatics. Briefings in Bioinformatics. PMID 32008043 DOI: 10.1093/bib/bbz170   
2020 Li F, Cai X, Gao L, Shen W. A Surrogate-Assisted Multiswarm Optimization Algorithm for High-Dimensional Computationally Expensive Problems. Ieee Transactions On Cybernetics. PMID 32071018 DOI: 10.1109/TCYB.2020.2967553   
2020 Song M, Kang KY, Timakum T, Zhang X. Examining influential factors for acknowledgements classification using supervised learning. Plos One. 15: e0228928. PMID 32059035 DOI: 10.1371/journal.pone.0228928   
2020 Tayyib M, Amir M, Javed U, Akram MW, Yousufi M, Qureshi IM, Abdullah S, Ullah H. Accelerated sparsity based reconstruction of compressively sensed multichannel EEG signals. Plos One. 15: e0225397. PMID 31910204 DOI: 10.1371/journal.pone.0225397   
2020 Han Z, Pedrycz W, Zhao J, Wang W. Hierarchical Granular Computing-Based Model and Its Reinforcement Structural Learning for Construction of Long-Term Prediction Intervals. Ieee Transactions On Cybernetics. PMID 32011274 DOI: 10.1109/TCYB.2020.2964011   
2020 Abel A, Kahmann SL, Mellon S, Staat M, Jung A. An open-source tool for the validation of finite element models using three-dimensional full-field measurements. Medical Engineering & Physics. PMID 31952915 DOI: 10.1016/j.medengphy.2019.10.015   
2020 Wang Y, Ding Y, He X, Fan X, Lin C, Li F, Wang T, Luo Z, Luo J. Novelty Detection and Online Learning for Chunk Data Streams. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31940520 DOI: 10.1109/TPAMI.2020.2965531   
2020 Wang Z, Cao C, Zhu Y. Entropy and Confidence-Based Undersampling Boosting Random Forests for Imbalanced Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 31995503 DOI: 10.1109/TNNLS.2020.2964585   
2020 Han D, Yu Y, Li KC, de Mello RF. Enhancing the Sensor Node Localization Algorithm Based on Improved DV-Hop and DE Algorithms in Wireless Sensor Networks. Sensors (Basel, Switzerland). 20. PMID 31936144 DOI: 10.3390/s20020343   
2020 Li Z, Ding Z. Distributed Multiobjective Optimization for Network Resource Allocation of Multiagent Systems. Ieee Transactions On Cybernetics. PMID 31940585 DOI: 10.1109/TCYB.2019.2961475   
2020 Singh D, Singh Sisodia D, Singh P. Compositional Framework for Multitask Learning in the Identification of Cleavage Sites of HIV-1 protease. Journal of Biomedical Informatics. 103376. PMID 31935461 DOI: 10.1016/j.jbi.2020.103376   
2020 Panchal V, Linder DF. Reverse engineering gene networks using global-local shrinkage rules. Interface Focus. 10: 20190049. PMID 31897291 DOI: 10.1098/rsfs.2019.0049   
2020 Wang X, Gan G, Wu LY. Framework and algorithms for identifying honest blocks in blockchain. Plos One. 15: e0227531. PMID 31914455 DOI: 10.1371/journal.pone.0227531   
2020 Dong S, Luo G, Tam C, Wang W, Wang K, Cao S, Chen B, Zhang H, Li S. Deep Atlas Network for Efficient 3D Left Ventricle Segmentation on Echocardiography. Medical Image Analysis. 61: 101638. PMID 32007701 DOI: 10.1016/   
2020 Xiong K, Iu HHC, Wang S. Kernel Correntropy Conjugate Gradient Algorithms Based on Half-Quadratic Optimization. Ieee Transactions On Cybernetics. PMID 31945006 DOI: 10.1109/TCYB.2019.2959834   
2020 de Oliveira AG, Ventura TM, Ganchev TD, Silva LNS, Marques MI, Schuchmann KL. Speeding up training of automated bird recognizers by data reduction of audio features. Peerj. 8: e8407. PMID 32025373 DOI: 10.7717/peerj.8407   
2020 Ahmed N, Ali M, Rafiq M, Khan I, Nisar KS, Rehman MA, Ahmad MO. A numerical efficient splitting method for the solution of two dimensional susceptible infected recovered epidemic model of whooping cough dynamics: Applications in bio-medical engineering. Computer Methods and Programs in Biomedicine. 190: 105350. PMID 32078958 DOI: 10.1016/j.cmpb.2020.105350   
2020 Liu F, Li L, Liu Y, Cao Z, Yang H, Lu S. HKF-SVR Optimized by Krill Herd Algorithm for Coaxial Bearings Performance Degradation Prediction. Sensors (Basel, Switzerland). 20. PMID 31991654 DOI: 10.3390/s20030660   
2020 Liang M, Wang D, Liu D. Improved value iteration for neural-network-based stochastic optimal control design. Neural Networks : the Official Journal of the International Neural Network Society. 124: 280-295. PMID 32036226 DOI: 10.1016/j.neunet.2020.01.004   
2020 Zhang G, Gu Z, Zhao Q, Ren J, Lu W. A Threshold-Based Max-log-MPA Low Complexity Multiuser Detection Algorithm. Sensors (Basel, Switzerland). 20. PMID 32070005 DOI: 10.3390/s20041016   
2020 Karami A, Fayyaz Movaghar A, Mercier S, Ferre L. New Approximate Statistical Significance of Gapped Alignments Based on the Greedy Extension Model. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 31913652 DOI: 10.1089/cmb.2018.0203   
2020 Kim SY, Kang CH, Song JW. 1-point RANSAC UKF with Inverse Covariance Intersection for Fault Tolerance. Sensors (Basel, Switzerland). 20. PMID 31936384 DOI: 10.3390/s20020353   
2020 Jagdhuber R, Lang M, Stenzl A, Neuhaus J, Rahnenführer J. Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms. Bmc Bioinformatics. 21: 26. PMID 31992203 DOI: 10.1186/s12859-020-3361-9   
2020 Yang W, Fidelis TT, Sun WH. Machine Learning in Catalysis, From Proposal to Practicing. Acs Omega. 5: 83-88. PMID 31956754 DOI: 10.1021/acsomega.9b03673   
2020 Yang Y, Vamvoudakis KG, Modares H, Yin Y, Wunsch DC. Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. Ieee Transactions On Neural Networks and Learning Systems. PMID 32054590 DOI: 10.1109/TNNLS.2020.2967871   
2020 Wu Y, Fu Z, Fei J. Fault diagnosis for industrial robots based on a combined approach of manifold learning, treelet transform and Naive Bayes. The Review of Scientific Instruments. 91: 015116. PMID 32012631 DOI: 10.1063/1.5118000   
2020 Huang X, Xu J. Estimating individualized treatment rules with risk constraint. Biometrics. PMID 32002993 DOI: 10.1111/biom.13232   
2020 Kurt MN, Yilmaz Y, Wang X. Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32011245 DOI: 10.1109/TPAMI.2020.2970410   
2020 Yamada K, Chen ZZ, Wang L. Improved Practical Algorithms for Rooted Subtree Prune and Regraft (rSPR) Distance and Hybridization Number. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 32048865 DOI: 10.1089/cmb.2019.0432   
2020 Minor EN, Howard SD, Green AAS, Glaser MA, Park CS, Clark NA. End-to-end machine learning for experimental physics: using simulated data to train a neural network for object detection in video microscopy. Soft Matter. PMID 31907505 DOI: 10.1039/c9sm01979k   
2020 Li S, Zuo X, Li Z, Wang H. Applying Deep Learning to Continuous Bridge Deflection Detected by Fiber Optic Gyroscope for Damage Detection. Sensors (Basel, Switzerland). 20. PMID 32046314 DOI: 10.3390/s20030911