Shu-Ching Chen - Related publications

Florida International University, Miami, FL, United States 
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Mangravite L, Mooney SD, Friedberg I, Guinney J. Establishing the reliability of algorithms. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 26: 341-345. PMID 33691031   
2021 Tozzo V, Azencott CA, Fiorini S, Fava E, Trucco A, Barla A. Where Do We Stand in Regularization for Life Science Studies? Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. PMID 33926217 DOI: 10.1089/cmb.2019.0371   
2021 Gowgi P, Machireddy A, Garani SS. Spatiotemporal Memories for Missing Samples Reconstruction. Ieee Transactions On Neural Networks and Learning Systems. PMID 33729955 DOI: 10.1109/TNNLS.2021.3062463   
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   
2021 Wang W, Zhang X, Dai DQ. DeFusion: a denoised network regularization framework for multi-omics integration. Briefings in Bioinformatics. PMID 33822879 DOI: 10.1093/bib/bbab057   
2021 Pantho MJH, Bhowmik P, Bobda C. Towards an Efficient CNN Inference Architecture Enabling In-Sensor Processing. Sensors (Basel, Switzerland). 21. PMID 33802235 DOI: 10.3390/s21061955   
2021 Xu J, Li F, Leier A, Xiang D, Shen HH, Marquez Lago TT, Li J, Yu DJ, Song J. Comprehensive assessment of machine learning-based methods for predicting antimicrobial peptides. Briefings in Bioinformatics. PMID 33774670 DOI: 10.1093/bib/bbab083   
2021 Rashid M, Bari BS, Hasan MJ, Razman MAM, Musa RM, Ab Nasir AF, P P Abdul Majeed A. The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN. Peerj. Computer Science. 7: e374. PMID 33817022 DOI: 10.7717/peerj-cs.374   
2021 Liu J, Liu X, Yang Y, Guo X, Kloft M, He L. Multiview Subspace Clustering via Co-Training Robust Data Representation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33835924 DOI: 10.1109/TNNLS.2021.3069424   
2021 Dašić D, Ilić N, Vučetić M, Perić M, Beko M, Stanković MS. Distributed Spectrum Management in Cognitive Radio Networks by Consensus-Based Reinforcement Learning. Sensors (Basel, Switzerland). 21. PMID 33922677 DOI: 10.3390/s21092970   
2021 Verma S, Wang C, Zhu L, Liu W. Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion. Ieee Transactions On Cybernetics. PMID 33739927 DOI: 10.1109/TCYB.2021.3060176   
2021 Mochocki SA, Lamont GB, Leishman RC, Kauffman KJ. Multi-objective database queries in combined knapsack and set covering problem domains. Journal of Big Data. 8: 46. PMID 33723497 DOI: 10.1186/s40537-021-00433-x   
2021 Zhao Q, Yan B, Shi Y, Middendorf M. Evolutionary Dynamic Multiobjective Optimization via Learning From Historical Search Process. Ieee Transactions On Cybernetics. PMID 33729970 DOI: 10.1109/TCYB.2021.3059252   
2021 Mohammed WM, Martinez Lastra JL. FASTory digital twin data. Data in Brief. 35: 106912. PMID 33732826 DOI: 10.1016/j.dib.2021.106912   
2021 Mohammed WM, Martinez Lastra JL. FASTory digital twin data. Data in Brief. 35: 106912. PMID 33732826 DOI: 10.1016/j.dib.2021.106912   
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 Song XF, Zhang Y, Gong DW, Gao XZ. A Fast Hybrid Feature Selection Based on Correlation-Guided Clustering and Particle Swarm Optimization for High-Dimensional Data. Ieee Transactions On Cybernetics. PMID 33729976 DOI: 10.1109/TCYB.2021.3061152   
2021 Qi X, Yuan Z, Song Y. An integrated cuckoo search optimizer for single and multi-objective optimization problems. Peerj. Computer Science. 7: e370. PMID 33817020 DOI: 10.7717/peerj-cs.370   
2021 Loeb GE. A New Approach to Medical Diagnostic Decision Support. Journal of Biomedical Informatics. 103723. PMID 33711542 DOI: 10.1016/j.jbi.2021.103723   
2021 Zhang D, Han J, Cheng G, Yang MH. Weakly Supervised Object Localization and Detection: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33877967 DOI: 10.1109/TPAMI.2021.3074313   
2021 Wang Z, Poon J, Wang S, Sun S, Poon S. A novel method for clinical risk prediction with low-quality data. Artificial Intelligence in Medicine. 114: 102052. PMID 33875163 DOI: 10.1016/j.artmed.2021.102052   
2021 Zalmijn E, Heskes T, Claassen T. Spectral Ranking of Causal Influence in Complex Systems. Entropy (Basel, Switzerland). 23. PMID 33804599 DOI: 10.3390/e23030369   
2021 Rahmani AM, Azhir E, Ali S, Mohammadi M, Ahmed OH, Yassin Ghafour M, Hasan Ahmed S, Hosseinzadeh M. Artificial intelligence approaches and mechanisms for big data analytics: a systematic study. Peerj. Computer Science. 7: e488. PMID 33954253 DOI: 10.7717/peerj-cs.488   
2021 Hernández-Sanjaime R, González M, Peñalver A, López-Espín JJ. Estimating Simultaneous Equation Models through an Entropy-Based Incremental Variational Bayes Learning Algorithm. Entropy (Basel, Switzerland). 23. PMID 33805175 DOI: 10.3390/e23040384   
2021 Zhang X, Yang L, Zhang B, Liu Y, Jiang D, Qin X, Hao M. Multi-Scale Aggregation Graph Neural Networks Based on Feature Similarity for Semi-Supervised Learning. Entropy (Basel, Switzerland). 23. PMID 33800642 DOI: 10.3390/e23040403   
2021 Kormaksson M, Kelly LJ, Zhu X, Haemmerle S, Pricop L, Ohlssen D. Sequential knockoffs for continuous and categorical predictors: With application to a large psoriatic arthritis clinical trial pool. Statistics in Medicine. PMID 33899260 DOI: 10.1002/sim.8955   
2021 Li Y. A Fault Prediction and Cause Identification Approach in Complex Industrial Processes Based on Deep Learning. Computational Intelligence and Neuroscience. 2021: 6612342. PMID 33747072 DOI: 10.1155/2021/6612342   
2021 Costa MS, Tomic S, Beko M. An SOCP Estimator for Hybrid RSS and AOA Target Localization in Sensor Networks. Sensors (Basel, Switzerland). 21. PMID 33802341 DOI: 10.3390/s21051731   
2021 Hoang L, Lee SH, Kwon KR. A Deep Learning Method for 3D Object Classification and Retrieval Using the Global Point Signature Plus and Deep Wide Residual Network. Sensors (Basel, Switzerland). 21. PMID 33918845 DOI: 10.3390/s21082644   
2021 Aguayo L, Fortes S, Baena C, Baena E, Barco R. A Multivariate Time-Series Based Approach for Quality Modeling in Wireless Networks. Sensors (Basel, Switzerland). 21. PMID 33809271 DOI: 10.3390/s21062017   
2021 Dixit A, Mani A, Bansal R. CoV2-Detect-Net: Design of COVID-19 prediction model based on hybrid DE-PSO with SVM using Chest X-ray images. Information Sciences. PMID 33840820 DOI: 10.1016/j.ins.2021.03.062   
2021 Hu X, Shen Y, Pedrycz W, Li Y, Wu G. Granular Fuzzy Rule-Based Modeling With Incomplete Data Representation. Ieee Transactions On Cybernetics. PMID 33909582 DOI: 10.1109/TCYB.2021.3071145   
2021 Zhang C, Lei X, Liu L. Predicting Metabolite-Disease Associations Based on LightGBM Model. Frontiers in Genetics. 12: 660275. PMID 33927752 DOI: 10.3389/fgene.2021.660275   
2021 Liu K, Ma Z, Liu Y, Yang J, Yao Y. Enhanced Defect Detection in Carbon Fiber Reinforced Polymer Composites via Generative Kernel Principal Component Thermography. Polymers. 13. PMID 33800303 DOI: 10.3390/polym13050825   
2021 Carri A, Valletta A, Cavalca E, Savi R, Segalini A. Advantages of IoT-Based Geotechnical Monitoring Systems Integrating Automatic Procedures for Data Acquisition and Elaboration. Sensors (Basel, Switzerland). 21. PMID 33807083 DOI: 10.3390/s21062249   
2021 Liu XF, Zhan ZH, Zhang J. Resource-Aware Distributed Differential Evolution for Training Expensive Neural-Network-Based Controller in Power Electronic Circuit. Ieee Transactions On Neural Networks and Learning Systems. PMID 33961568 DOI: 10.1109/TNNLS.2021.3075205   
2021 Balagurunathan Y, Mitchell R, El Naqa I. Requirements and reliability of AI in the medical context. Physica Medica : Pm : An International Journal Devoted to the Applications of Physics to Medicine and Biology : Official Journal of the Italian Association of Biomedical Physics (Aifb). 83: 72-78. PMID 33721700 DOI: 10.1016/j.ejmp.2021.02.024   
2021 Nápoles G, Bello M, Salgueiro Y. Long-term Cognitive Network-based architecture for multi-label classification. Neural Networks : the Official Journal of the International Neural Network Society. 140: 39-48. PMID 33744712 DOI: 10.1016/j.neunet.2021.03.001   
2021 Yu C, Rosendo A. Risk-Aware Model-Based Control. Frontiers in Robotics and Ai. 8: 617839. PMID 33778013 DOI: 10.3389/frobt.2021.617839   
2021 Liu D, Shan L, Wang L, Yin S, Wang H, Wang C. POI-MELSH: Privacy Protection Target Point of Interest Recommendation Algorithm Based on Multi-Exploring Locality Sensitive Hashing. Frontiers in Neurorobotics. 15: 660304. PMID 33967732 DOI: 10.3389/fnbot.2021.660304   
2021 Avants BB, Tustison NJ, Stone JR. Similarity-driven multi-view embeddings from high-dimensional biomedical data. Nature Computational Science. 1: 143-152. PMID 33796865 DOI: 10.1038/s43588-021-00029-8   
2021 Gao X, Si J, Wen Y, Li M, Huang H. Reinforcement Learning Control of Robotic Knee With Human-in-the-Loop by Flexible Policy Iteration. Ieee Transactions On Neural Networks and Learning Systems. PMID 33956634 DOI: 10.1109/TNNLS.2021.3071727   
2021 Gelman A, Vákár M. Slamming the sham: A Bayesian model for adaptive adjustment with noisy control data. Statistics in Medicine. PMID 33819927 DOI: 10.1002/sim.8973   
2021 Nan M, Trăscău M, Florea AM, Iacob CC. Comparison between Recurrent Networks and Temporal Convolutional Networks Approaches for Skeleton-Based Action Recognition. Sensors (Basel, Switzerland). 21. PMID 33803929 DOI: 10.3390/s21062051   
2021 Tao F, Suresh R, Votion J, Cao Y. Graph Based Multi-Layer K-Means++ (G-MLKM) for Sensory Pattern Analysis in Constrained Spaces. Sensors (Basel, Switzerland). 21. PMID 33809434 DOI: 10.3390/s21062069   
2021 Maier-Hein L, Wagner M, Ross T, Reinke A, Bodenstedt S, Full PM, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Kisilenko A, Müller B, Davitashvili T, Capek M, et al. Heidelberg colorectal data set for surgical data science in the sensor operating room. Scientific Data. 8: 101. PMID 33846356 DOI: 10.1038/s41597-021-00882-2   
2021 Pan Q, Huang C, Chen D. A method based on multi-standard active learning to recognize entities in electronic medical record. Mathematical Biosciences and Engineering : Mbe. 18: 1000-1021. PMID 33757172 DOI: 10.3934/mbe.2021054   
2021 Lu N, Wang C, Chen WC, Li H, Song C, Tiwari R, Xu Y, Yue LQ. Leverage multiple real-world data sources in single-arm medical device clinical studies. Journal of Biopharmaceutical Statistics. 1-17. PMID 33844621 DOI: 10.1080/10543406.2021.1897994   
2021 Dai Z, Hu K, Xie J, Shen S, Zheng J, Wu H, Guo Y. Bipartite Network of Interest (BNOI): Extending Co-Word Network with Interest of Researchers Using Sensor Data and Corresponding Applications as an Example. Sensors (Basel, Switzerland). 21. PMID 33804324 DOI: 10.3390/s21051668   
2021 Liu Y, Yu Z, Sun H. Prediction Method of Gestational Diabetes Based on Electronic Medical Record Data. Journal of Healthcare Engineering. 2021: 6672072. PMID 33763194 DOI: 10.1155/2021/6672072