Ignacio Ramirez, Ph.D. - Related publications

2011 Scientific Computation University of Minnesota, Twin Cities, Minneapolis, MN 
Electronics and Electrical Engineering, Statistics, Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
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 Xu Z, Liu Y, Li C. Distributed Semi-Supervised Learning With Missing Data. Ieee Transactions On Cybernetics. PMID 32086227 DOI: 10.1109/TCYB.2020.2967072   
2020 Luo B, Yang Y, Liu D. Policy Iteration Q-Learning for Data-Based Two-Player Zero-Sum Game of Linear Discrete-Time Systems. Ieee Transactions On Cybernetics. PMID 32092032 DOI: 10.1109/TCYB.2020.2970969   
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 Golmakani MK, Polley EC. Super Learner for Survival Data Prediction. The International Journal of Biostatistics. PMID 32097120 DOI: 10.1515/ijb-2019-0065   
2020 Liu X, Li M, Tang C, Xia J, Xiong J, Liu L, Kloft M, Zhu E. Efficient and Effective Regularized Incomplete Multi-view Clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32086196 DOI: 10.1109/TPAMI.2020.2974828   
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 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   
2020 Ellingson SR, Davis B, Allen J. Machine learning and ligand binding predictions: A review of data, methods, and obstacles. Biochimica Et Biophysica Acta. General Subjects. 129545. PMID 32057823 DOI: 10.1016/j.bbagen.2020.129545   
2020 He H, Liu C, Liu H. Model Reconstruction from Small-Angle X-Ray Scattering Data Using Deep Learning Methods. Iscience. 23: 100906. PMID 32092702 DOI: 10.1016/j.isci.2020.100906   
2020 Nie F, Wu D, Wang R, Li X. Self-Weighted Clustering With Adaptive Neighbors. Ieee Transactions On Neural Networks and Learning Systems. PMID 32011264 DOI: 10.1109/TNNLS.2019.2944565   
2020 Wang C, Yu N, Wu MJ, Gao YL, Liu JX, Wang J. Dual Hyper-graph Regularized Supervised NMF for Selecting Differentially Expressed Genes and Tumor Classification. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 32086220 DOI: 10.1109/TCBB.2020.2975173   
2020 Jia Y, Liu H, Hou J, Kwong S. Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization. Ieee Transactions On Cybernetics. PMID 32112689 DOI: 10.1109/TCYB.2020.2969684   
2020 Agrawal P, Whitaker RT, Elhabian SY. An Optimal, Generative Model for Estimating Multi-Label Probabilistic Maps. Ieee Transactions On Medical Imaging. PMID 31985415 DOI: 10.1109/TMI.2020.2968917   
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 Cenci S, Medeiros LP, Sugihara G, Saavedra S. Assessing the predictability of nonlinear dynamics under smooth parameter changes. Journal of the Royal Society, Interface. 17: 20190627. PMID 31964271 DOI: 10.1098/rsif.2019.0627   
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 Chai X, Gu H, Li F, Duan H, Hu X, Lin K. Deep learning for irregularly and regularly missing data reconstruction. Scientific Reports. 10: 3302. PMID 32094366 DOI: 10.1038/s41598-020-59801-x   
2020 Abdallah L, Yousef M. GrpClassifierEC: a novel classification approach based on the ensemble clustering space. Algorithms For Molecular Biology : Amb. 15: 3. PMID 32082410 DOI: 10.1186/s13015-020-0162-7   
2020 Fondrie WE, Noble WS. A machine learning strategy that leverages large datasets to boost statistical power in small-scale experiments. Journal of Proteome Research. PMID 32009418 DOI: 10.1021/acs.jproteome.9b00780   
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 Nápoles G, Jastrzębska A, Mosquera C, Vanhoof K, Homenda W. Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches. Neural Networks : the Official Journal of the International Neural Network Society. 124: 258-268. PMID 32032855 DOI: 10.1016/j.neunet.2020.01.019   
2020 Lee S, Kooshkbaghi M, Spiliotis K, Siettos CI, Kevrekidis IG. Coarse-scale PDEs from fine-scale observations via machine learning. Chaos (Woodbury, N.Y.). 30: 013141. PMID 32013472 DOI: 10.1063/1.5126869   
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 He H, Tan Y. Unsupervised Classification of Multivariate Time Series Using VPCA and Fuzzy Clustering With Spatial Weighted Matrix Distance. Ieee Transactions On Cybernetics. 50: 1096-1105. PMID 30561360 DOI: 10.1109/TCYB.2018.2883388   
2020 Feng S, Zhao C, Fu P. A deep neural network based hierarchical multi-label classification method. The Review of Scientific Instruments. 91: 024103. PMID 32113459 DOI: 10.1063/1.5141161   
2020 Gao X, Xie W, Chen S, Yang J, Chen B. The Prediction of Human Abdominal Adiposity Based on the Combination of a Particle Swarm Algorithm and Support Vector Machine. International Journal of Environmental Research and Public Health. 17. PMID 32050578 DOI: 10.3390/ijerph17031117   
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 Zhang M, Li J, Kang L, Zhang N, Huang C, He Y, Hu M, Zhou X, Zhang J. Machine learning-guided design and development of multifunctional flexible Ag/poly (amic acid) composites using the differential evolution algorithm. Nanoscale. PMID 32016252 DOI: 10.1039/c9nr09146g   
2020 Fang Y, Liu Y, Huang C, Liu L. FastEmbed: Predicting vulnerability exploitation possibility based on ensemble machine learning algorithm. Plos One. 15: e0228439. PMID 32027693 DOI: 10.1371/journal.pone.0228439   
2020 Cho M, Park C, Ha J, Park S. Combinatorial feature embedding based on CNN and LSTM for biomedical named entity recognition. Journal of Biomedical Informatics. 103381. PMID 32004641 DOI: 10.1016/j.jbi.2020.103381   
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 Duan LL, Young AL, Nishimura A, Dunson DB. Bayesian constraint relaxation. Biometrika. 107: 191-204. PMID 32089562 DOI: 10.1093/biomet/asz069   
2020 Everitt RG, Culliford R, Medina-Aguayo F, Wilson DJ. Sequential Monte Carlo with transformations. Statistics and Computing. 30: 663-676. PMID 32116416 DOI: 10.1007/s11222-019-09903-y   
2020 Shinohara S, Manome N, Suzuki K, Chung UI, Takahashi T, Gunji PY, Nakajima Y, Mitsuyoshi S. Extended Bayesian inference incorporating symmetry bias. Bio Systems. 104104. PMID 32027940 DOI: 10.1016/j.biosystems.2020.104104   
2020 Tehrani AKZ, Rivaz H. Displacement Estimation in Ultrasound Elastography using Pyramidal Convolutional Neural Network. Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. PMID 32070949 DOI: 10.1109/TUFFC.2020.2973047   
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 Yu B, Kumbier K. Veridical data science. Proceedings of the National Academy of Sciences of the United States of America. PMID 32054788 DOI: 10.1073/pnas.1901326117   
2020 Drumetz L, Chanussot J, Jutten C, Ma WK, Iwasaki A. Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32092005 DOI: 10.1109/TIP.2020.2974062   
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 Rodrigues F, Pereira FC. Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 32031954 DOI: 10.1109/TNNLS.2020.2966745   
2020 Fournier R, Wang L, Yazyev OV, Wu Q. Artificial Neural Network Approach to the Analytic Continuation Problem. Physical Review Letters. 124: 056401. PMID 32083907 DOI: 10.1103/PhysRevLett.124.056401   
2020 Cao L, Yang B, Li H, Liu X, Liu B, Xu C, Liu R, Fu F. [A multifrequency time-difference electrical impedance tomography algorithm using spectral constraints]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi. 37: 80-86. PMID 32096380 DOI: 10.7507/1001-5515.201901018   
2020 Noack MM, Doerk GS, Li R, Fukuto M, Yager KG. Advances in Kriging-Based Autonomous X-Ray Scattering Experiments. Scientific Reports. 10: 1325. PMID 31992725 DOI: 10.1038/s41598-020-57887-x   
2020 Xiao J, Jia Y, Jiang X, Wang S. Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems. Ieee Transactions On Neural Networks and Learning Systems. PMID 32078563 DOI: 10.1109/TNNLS.2020.2966031   
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 Zhong H, Loukides G, Gwadera R. Clustering datasets with demographics and diagnosis codes. Journal of Biomedical Informatics. 102: 103360. PMID 31904428 DOI: 10.1016/j.jbi.2019.103360   
2020 Ye C, Li Y, Zeng X. An improved deep network for tissue microstructure estimation with uncertainty quantification. Medical Image Analysis. 61: 101650. PMID 32007700 DOI: 10.1016/j.media.2020.101650   
2020 Zhang J, Lu C, Wang J, Yue XG, Lim SJ, Al-Makhadmeh Z, Tolba A. Training Convolutional Neural Networks withMulti-Size Images and Triplet Loss for RemoteSensing Scene Classification. Sensors (Basel, Switzerland). 20. PMID 32098092 DOI: 10.3390/s20041188   
2020 Yuan Z, Hu J, Wu D, Ban X. A Dual-Attention Recurrent Neural Network Method for Deep Cone Thickener Underflow Concentration Prediction. Sensors (Basel, Switzerland). 20. PMID 32110906 DOI: 10.3390/s20051260