Jafar Adibi, Ph.D. - Related publications

Affiliations: 
2002 University of Southern California, Los Angeles, CA, United States 
Area:
Computer Science, Artificial Intelligence
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Hinterreiter A, Ruch P, Stitz H, Ennemoser M, Bernard J, Strobelt H, Streit M. ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion. Ieee Transactions On Visualization and Computer Graphics. PMID 32746284 DOI: 10.1109/TVCG.2020.3012063   
2020 Kovatch P, Gai L, Cho HM, Fluder E, Jiang D. Optimizing High-Performance Computing Systems for Biomedical Workloads. Ieee International Symposium On Parallel & Distributed Processing, Workshops and Phd Forum : [Proceedings]. Ieee International Symposium On Parallel & Distributed Processing, Workshops and Phd Forum. 2020: 183-192. PMID 33088611 DOI: 10.1109/ipdpsw50202.2020.00040   
2020 Ono JP, Castelo S, Lopez R, Bertini E, Freire J, Silva C. PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. Ieee Transactions On Visualization and Computer Graphics. PMID 33048694 DOI: 10.1109/TVCG.2020.3030361   
2020 Marino S, Zhao Y, Zhou N, Zhou Y, Toga AW, Zhao L, Jian Y, Yang Y, Chen Y, Wu Q, Wild J, Cummings B, Dinov ID. Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets. Plos One. 15: e0228520. PMID 32857775 DOI: 10.1371/journal.pone.0228520   
2020 Chen T, Wang X, Chu Y, Wang Y, Jiang M, Wei DQ, Xiong Y. T4SE-XGB: Interpretable Sequence-Based Prediction of Type IV Secreted Effectors Using eXtreme Gradient Boosting Algorithm. Frontiers in Microbiology. 11: 580382. PMID 33072049 DOI: 10.3389/fmicb.2020.580382   
2020 Schubnel B, Carrillo RE, Alet PJ, Hutter A. A Hybrid Learning Method for System Identification and Optimal Control. Ieee Transactions On Neural Networks and Learning Systems. PMID 32870801 DOI: 10.1109/TNNLS.2020.3016906   
2020 Samea F, Azam F, Rashid M, Anwar MW, Haider Butt W, Muzaffar AW. A model-driven framework for data-driven applications in serverless cloud computing. Plos One. 15: e0237317. PMID 32857770 DOI: 10.1371/journal.pone.0237317   
2020 Nawaz A, Huang Z, Wang S, Akbar A, AlSalman H, Gumaei A. GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism. Sensors (Basel, Switzerland). 20. PMID 32916967 DOI: 10.3390/s20185143   
2020 Kong C, Lucey S. Deep Non-Rigid Structure from Motion with Missing Data. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750772 DOI: 10.1109/TPAMI.2020.2997026   
2020 Feng J, Emerson S, Simon N. Rejoinder to Discussions on "Approval policies for modifications to machine learning-based software as a medical device: A study of bio-creep". Biometrics. PMID 33040357 DOI: 10.1111/biom.13380   
2020 Zhou K, Ng W, Cortés-Peña Y, Wang X. Increasing metabolic pathway flux by using machine learning models. Current Opinion in Biotechnology. 66: 179-185. PMID 32896771 DOI: 10.1016/j.copbio.2020.08.004   
2020 Perdikis S, Leeb R, Chavarriaga R, Millan JDR. Context-Aware Learning for Generative Models. Ieee Transactions On Neural Networks and Learning Systems. PMID 32776882 DOI: 10.1109/TNNLS.2020.3011671   
2020 Ma L, Liu X, Kong X, Lee KY. Iterative Learning Model Predictive Control Based on Iterative Data-Driven Modeling. Ieee Transactions On Neural Networks and Learning Systems. PMID 32857701 DOI: 10.1109/TNNLS.2020.3016295   
2020 Chen J, Hua C, Guan X. Iterative Learning Model-Free Control for Networked Systems With Dual-Direction Data Dropouts and Actuator Faults. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048767 DOI: 10.1109/TNNLS.2020.3027651   
2020 Liu T, Chen S, Liang S, Gan S, Harris CJ. Multi-Output Selective Ensemble Identification of Nonlinear and Nonstationary Industrial Processes. Ieee Transactions On Neural Networks and Learning Systems. PMID 33052869 DOI: 10.1109/TNNLS.2020.3027701   
2020 Yanco SW, McDevitt A, Trueman CN, Hartley L, Wunder MB. A modern method of multiple working hypotheses to improve inference in ecology. Royal Society Open Science. 7: 200231. PMID 32742690 DOI: 10.1098/rsos.200231   
2020 Bi K, Beykal B, Avraamidou S, Pappas I, Pistikopoulos EN, Qiu T. Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process. Industrial & Engineering Chemistry Research. 59: 16357-16367. PMID 33041499 DOI: 10.1021/acs.iecr.0c02657   
2020 Min X, Ye C, Liu X, Zeng X. Predicting enhancer-promoter interactions by deep learning and matching heuristic. Briefings in Bioinformatics. PMID 33096548 DOI: 10.1093/bib/bbaa254   
2020 Mallick A, Bashar MK, Truesdell DS, Calhoun BH, Joshi S, Shukla N. Using synchronized oscillators to compute the maximum independent set. Nature Communications. 11: 4689. PMID 32943644 DOI: 10.1038/s41467-020-18445-1   
2020 Sengupta PP, Shrestha S, Berthon B, Messas E, Donal E, Tison GH, Min JK, D'hooge J, Voigt JU, Dudley J, Verjans JW, Shameer K, Johnson K, Lovstakken L, Tabassian M, et al. Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council. Jacc. Cardiovascular Imaging. 13: 2017-2035. PMID 32912474 DOI: 10.1016/j.jcmg.2020.07.015   
2020 Wei W, Qiu S, Ma X, Li D, Wang B, He H. Reducing Calibration Efforts in RSVP Tasks with Multisource Adversarial Domain Adaptation. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32924941 DOI: 10.1109/TNSRE.2020.3023761   
2020 Zhang J, Tang Z, Xie Y, Ai M, Zhang G, Gui W. Data-driven adaptive modeling method for industrial processes and its application in flotation reagent control. Isa Transactions. PMID 32861477 DOI: 10.1016/j.isatra.2020.08.024   
2020 Nardini JT, Lagergren JH, Hawkins-Daarud A, Curtin L, Morris B, Rutter EM, Swanson KR, Flores KB. Learning Equations from Biological Data with Limited Time Samples. Bulletin of Mathematical Biology. 82: 119. PMID 32909137 DOI: 10.1007/s11538-020-00794-z   
2020 Raghavan K, Garg S, Jagannathan S, Samaranayake VA. Distributed Min-Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 32941155 DOI: 10.1109/TNNLS.2020.3017434   
2020 Guo Z, Wu S, Ohno M, Yoshida R. A Bayesian Algorithm for Retrosynthesis. Journal of Chemical Information and Modeling. PMID 32975943 DOI: 10.1021/acs.jcim.0c00320   
2020 Zhang Q, Hu X, Su Z, Song Z. 3D car-detection based on a Mobile Deep Sensor Fusion Model and real-scene applications. Plos One. 15: e0236947. PMID 32881926 DOI: 10.1371/journal.pone.0236947   
2020 Prianto E, Kim M, Park JH, Bae JH, Kim JS. Path Planning for Multi-Arm Manipulators Using Deep Reinforcement Learning: Soft Actor-Critic with Hindsight Experience Replay. Sensors (Basel, Switzerland). 20. PMID 33086774 DOI: 10.3390/s20205911   
2020 Chen RB, Chen PY, Hsu CL, Wong WK. Hybrid algorithms for generating optimal designs for discriminating multiple nonlinear models under various error distributional assumptions. Plos One. 15: e0239864. PMID 33017415 DOI: 10.1371/journal.pone.0239864   
2020 Feng S, Liang Y, Du W, Lv W, Li Y. LncLocation: Efficient Subcellular Location Prediction of Long Non-Coding RNA-Based Multi-Source Heterogeneous Feature Fusion. International Journal of Molecular Sciences. 21. PMID 33019721 DOI: 10.3390/ijms21197271   
2020 Gallego AJ, Calvo-Zaragoza J, Fisher RB. Incremental Unsupervised Domain-Adversarial Training of Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33027004 DOI: 10.1109/TNNLS.2020.3025954   
2020 Xiang N. Model-based Bayesian analysis in acoustics-A tutorial. The Journal of the Acoustical Society of America. 148: 1101. PMID 32873013 DOI: 10.1121/10.0001731   
2020 Robeva RS, Jungck JR, Gross LJ. Changing the Nature of Quantitative Biology Education: Data Science as a Driver. Bulletin of Mathematical Biology. 82: 127. PMID 32951075 DOI: 10.1007/s11538-020-00785-0   
2020 Zhao Z, Li T, Wu J, Sun C, Wang S, Yan R, Chen X. Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study. Isa Transactions. PMID 32854956 DOI: 10.1016/j.isatra.2020.08.010   
2020 Cha GW, Moon HJ, Kim YM, Hong WH, Hwang JH, Park WJ, Kim YC. Development of a Prediction Model for Demolition Waste Generation Using a Random Forest Algorithm Based on Small DataSets. International Journal of Environmental Research and Public Health. 17. PMID 32987874 DOI: 10.3390/ijerph17196997   
2020 Cannavo' A, Calandra D, Prattico FG, Gatteschi V, Lamberti F. An Evaluation Testbed for Locomotion in Virtual Reality. Ieee Transactions On Visualization and Computer Graphics. PMID 33079670 DOI: 10.1109/TVCG.2020.3032440   
2020 Fang G, Ying Z. Latent Theme Dictionary Model for Finding Co-occurrent Patterns in Process Data. Psychometrika. PMID 32929664 DOI: 10.1007/s11336-020-09725-2   
2020 Pei H, Yang B, Liu J, Chang K. Active Surveillance via Group Sparse Bayesian Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32915724 DOI: 10.1109/TPAMI.2020.3023092   
2020 Zhang XH, Xu Y, He YL, Zhu QX. Novel manifold learning based virtual sample generation for optimizing soft sensor with small data. Isa Transactions. PMID 33070985 DOI: 10.1016/j.isatra.2020.10.006   
2020 Chen G, Yao S, Ma J, Pan L, Chen Y, Xu P, Ji J, Chen X. Distributed Non-Communicating Multi-Robot Collision Avoidance via Map-Based Deep Reinforcement Learning. Sensors (Basel, Switzerland). 20. PMID 32867080 DOI: 10.3390/s20174836   
2020 Goudie RJB, Turner RM, De Angelis D, Thomas A. MultiBUGS: A Parallel Implementation of the BUGS Modelling Framework for Faster Bayesian Inference. Journal of Statistical Software. 95. PMID 33071678 DOI: 10.18637/jss.v095.i07   
2020 Wang D, Miwa T, Morikawa T. Big Trajectory Data Mining: A Survey of Methods, Applications, and Services. Sensors (Basel, Switzerland). 20. PMID 32824028 DOI: 10.3390/s20164571   
2020 Xia Z, Peng W, Khor HQ, Feng X, Zhao G. Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32845838 DOI: 10.1109/TIP.2020.3018222   
2020 Jiang JC, Yu CL, Xu X, Ma YS, Liu JK. Achieving better connections between deposited lines in additive manufacturing via machine learning. Mathematical Biosciences and Engineering : Mbe. 17: 3382-3394. PMID 32987534 DOI: 10.3934/mbe.2020191   
2020 Wu Z, Li H, Xiong C, Jiang YG, Davis LS. A Dynamic Frame Selection Framework for Fast Video Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33026981 DOI: 10.1109/TPAMI.2020.3029425   
2020 He Z, Chen P, Li X, Wang Y, Yu G, Chen C, Li X, Zheng Z. A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064657 DOI: 10.1109/TNNLS.2020.3027736   
2020 Gao J, Ye W, Guo J, Li Z. Deep Reinforcement Learning for Indoor Mobile Robot Path Planning. Sensors (Basel, Switzerland). 20. PMID 32992750 DOI: 10.3390/s20195493   
2020 Koppu S, Maddikunta PKR, Srivastava G. Deep learning disease prediction model for use with intelligent robots. Computers & Electrical Engineering : An International Journal. 87: 106765. PMID 32834174 DOI: 10.1016/j.compeleceng.2020.106765   
2020 Mohammed Almansor MA, Zhang C, Khan W, Hussain A, Alhusaini N. Cross Lingual Sentiment Analysis: A Clustering-Based Bee Colony Instance Selection and Target-Based Feature Weighting Approach. Sensors (Basel, Switzerland). 20. PMID 32942721 DOI: 10.3390/s20185276   
2020 Mohammed Almansor MA, Zhang C, Khan W, Hussain A, Alhusaini N. Cross Lingual Sentiment Analysis: A Clustering-Based Bee Colony Instance Selection and Target-Based Feature Weighting Approach. Sensors (Basel, Switzerland). 20. PMID 32942721 DOI: 10.3390/s20185276   
2020 Deng Z, Zhang X, Zhao Y. Transfer Learning Based Method for Frequency Response Model Updating with Insufficient Data. Sensors (Basel, Switzerland). 20. PMID 33019561 DOI: 10.3390/s20195615