Damien Ennis, Ph.D. - Related publications

Affiliations: 
2014 Computer Science University of Nevada, Reno, Reno, NV, United States 
Area:
Artificial Intelligence, Bioinformatics Biology, Statistics
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50 most relevant papers in past 60 days:
Year Citation  Score
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 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 Li Y, Zeng X, Lin CW, Tseng GC. Simultaneous estimation of cluster number and feature sparsity in high-dimensional cluster analysis. Biometrics. PMID 33621349 DOI: 10.1111/biom.13449   
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 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   
2021 Chen Y, Xiao X, Hua Z, Zhou Y. Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering. Ieee Transactions On Neural Networks and Learning Systems. PMID 33651701 DOI: 10.1109/TNNLS.2021.3059874   
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 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 Sabah A, Tiun S, Sani NS, Ayob M, Taha AY. Enhancing web search result clustering model based on multiview multirepresentation consensus cluster ensemble (mmcc) approach. Plos One. 16: e0245264. PMID 33449949 DOI: 10.1371/journal.pone.0245264   
2021 Putri GH, Koprinska I, Ashhurst TM, King NJC, Read MN. Using single-cell cytometry to illustrate integrated multi-perspective evaluation of clustering algorithms using Pareto fronts. Bioinformatics (Oxford, England). PMID 33508103 DOI: 10.1093/bioinformatics/btab038   
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 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 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 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 Tanveer M, Gupta T, Shah M, Richhariya B. Sparse Twin Support Vector Clustering using Pinball Loss. Ieee Journal of Biomedical and Health Informatics. PMID 33596180 DOI: 10.1109/JBHI.2021.3059910   
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 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 Wang HY, Zhao JP, Zheng CH. SUSCC: Secondary Construction of Feature Space based on UMAP for Rapid and Accurate Clustering Large-scale Single Cell RNA-seq Data. Interdisciplinary Sciences, Computational Life Sciences. PMID 33475958 DOI: 10.1007/s12539-020-00411-6   
2021 Patterson-Cross RB, Levine AJ, Menon V. Selecting single cell clustering parameter values using subsampling-based robustness metrics. Bmc Bioinformatics. 22: 39. PMID 33522897 DOI: 10.1186/s12859-021-03957-4   
2021 Khan A, Maji P. Multi-Manifold Optimization for Multi-View Subspace Clustering. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606638 DOI: 10.1109/TNNLS.2021.3054789   
2021 Bai L, Shao YH, Wang Z, Chen WJ, Deng NY. Multiple Flat Projections for Cross-Manifold Clustering. Ieee Transactions On Cybernetics. PMID 33523821 DOI: 10.1109/TCYB.2021.3050487   
2021 Le Borgne F, Chatton A, Léger M, Lenain R, Foucher Y. G-computation and machine learning for estimating the causal effects of binary exposure statuses on binary outcomes. Scientific Reports. 11: 1435. PMID 33446866 DOI: 10.1038/s41598-021-81110-0   
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 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 Wang Q, Ding Z, Tao Z, Gao Q, Fu Y. Generative Partial Multi-View Clustering with Adaptive Fusion and Cycle Consistency. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33417549 DOI: 10.1109/TIP.2020.3048626   
2021 Zhou L, Tang Y, Yan G. A new estimation method for the biological interaction predicting problems. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 33406043 DOI: 10.1109/TCBB.2021.3049642   
2021 Liu B, Liu Z, Li Y, Zhang T, Zhang Z. Iterative Min Cut Clustering Based on Graph Cuts. Sensors (Basel, Switzerland). 21. PMID 33440849 DOI: 10.3390/s21020474   
2021 Zeng J, Guo Y, Han Y, Li Z, Yang Z, Chai Q, Wang W, Zhang Y, Fu C. A Review of the Discriminant Analysis Methods for Food Quality Based on Near-Infrared Spectroscopy and Pattern Recognition. Molecules (Basel, Switzerland). 26. PMID 33535494 DOI: 10.3390/molecules26030749   
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 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 Li C, Zhang Z, Wei W, Chao HC, Liu X. A Possible World-Based Fusion Estimation Model for Uncertain Data Clustering in WBNs. Sensors (Basel, Switzerland). 21. PMID 33525482 DOI: 10.3390/s21030875   
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 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 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 Guo H, Guo Y, Zhang W, He X, Qu Z. Research on a Novel Hybrid Decomposition-Ensemble Learning Paradigm Based on VMD and IWOA for PM Forecasting. International Journal of Environmental Research and Public Health. 18. PMID 33498934 DOI: 10.3390/ijerph18031024   
2021 Tjärnberg A, Mahmood O, Jackson CA, Saldi GA, Cho K, Christiaen LA, Bonneau RA. Optimal tuning of weighted kNN- and diffusion-based methods for denoising single cell genomics data. Plos Computational Biology. 17: e1008569. PMID 33411784 DOI: 10.1371/journal.pcbi.1008569   
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 Choi HS, Jung D, Kim S, Yoon S. Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator. Ieee Transactions On Neural Networks and Learning Systems. PMID 33531305 DOI: 10.1109/TNNLS.2021.3052243   
2021 Yan F, Zhu L, Liu Y, Cai J, Zhou H. Semiparametric regression based on quadratic inference function for multivariate failure time data with auxiliary information. Lifetime Data Analysis. PMID 33420545 DOI: 10.1007/s10985-020-09513-1   
2021 Murta T, Steven RT, Nikula CJ, Thomas SA, Zeiger LB, Dexter A, Elia EA, Yan B, Campbell AD, Goodwin RJA, Takáts Z, Sansom OJ, Bunch J. Implications of Peak Selection in the Interpretation of Unsupervised Mass Spectrometry Imaging Data Analyses. Analytical Chemistry. PMID 33395266 DOI: 10.1021/acs.analchem.0c04179   
2021 Lam KF, Lee CY, Wong KY, Bandyopadhyay D. Marginal analysis of current status data with informative cluster size using a class of semiparametric transformation cure models. Statistics in Medicine. PMID 33586218 DOI: 10.1002/sim.8910   
2021 Tang T, Li J. Transformation of FASTA files into feature vectors for unsupervised compression of short reads databases. Journal of Bioinformatics and Computational Biology. 2050048. PMID 33472569 DOI: 10.1142/S0219720020500481   
2021 Cagirici HB, Galvez S, Sen TZ, Budak H. LncMachine: a machine learning algorithm for long noncoding RNA annotation in plants. Functional & Integrative Genomics. 21: 195-204. PMID 33635499 DOI: 10.1007/s10142-021-00769-w   
2021 Ramon E, Belanche-Muñoz L, Molist F, Quintanilla R, Perez-Enciso M, Ramayo-Caldas Y. : A Kernel Framework for Integrating Supervised and Unsupervised Analyses in Spatio-Temporal Metagenomic Datasets. Frontiers in Microbiology. 12: 609048. PMID 33584612 DOI: 10.3389/fmicb.2021.609048   
2021 Chen CT, Wang JH, Cheng CW, Hsu WC, Ko CL, Choong WK, Sung TY. Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage. Scientific Reports. 11: 2233. PMID 33500498 DOI: 10.1038/s41598-021-81740-4   
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 Amin N, Mcgrath A, Chen YP. FexRNA: Exploratory Data Analysis and Feature Selection of non-coding RNA. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 33539302 DOI: 10.1109/TCBB.2021.3057128   
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 Do VH, Rojas Ringeling F, Canzar S. Linear-time cluster ensembles of large-scale single-cell RNA-seq and multimodal data. Genome Research. PMID 33627473 DOI: 10.1101/gr.267906.120   
2021 Zhang Q, Zhang Y, Li S, Han Y, Jin S, Gu H, Yu B. Accurate prediction of multi-label protein subcellular localization through multi-view feature learning with RBRL classifier. Briefings in Bioinformatics. PMID 33537726 DOI: 10.1093/bib/bbab012