Steven S. Lumetta - Related publications

Affiliations: 
University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Electronics and Electrical Engineering, Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Benedetti E, Pučić-Baković M, Keser T, Gerstner N, Büyüközkan M, Štambuk T, Selman MHJ, Rudan I, Polašek O, Hayward C, Al-Amin H, Suhre K, Kastenmüller G, Lauc G, Krumsiek J. A strategy to incorporate prior knowledge into correlation network cutoff selection. Nature Communications. 11: 5153. PMID 33056991 DOI: 10.1038/s41467-020-18675-3   
2020 Tran C, Shin WY, Spitz A, Gertz M. DeepNC: Deep Generative Network Completion. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33074806 DOI: 10.1109/TPAMI.2020.3032286   
2020 Yao XY, Park JH, Ding HF, Ge MF. Event-Triggered Consensus Control for Networked Underactuated Robotic Systems. Ieee Transactions On Cybernetics. PMID 33095726 DOI: 10.1109/TCYB.2020.3025604   
2020 Chambers J. Computationally scalable geospatial network and routing analysis through multi-level spatial clustering. Methodsx. 7: 101072. PMID 33014716 DOI: 10.1016/j.mex.2020.101072   
2020 Wei Q, Zhu L, Song R, Zhang P, Liu D, Xiao J. Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. Ieee Transactions On Neural Networks and Learning Systems. PMID 33108297 DOI: 10.1109/TNNLS.2020.3030127   
2020 Changalvala R, Fedoruk B, Malik H. Radar Data Integrity Verification Using 2D QIM-Based Data Hiding. Sensors (Basel, Switzerland). 20. PMID 32992543 DOI: 10.3390/s20195530   
2020 Salman S, Payrovnaziri SN, Liu X, Rengifo-Moreno P, He Z. DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. Proceedings of ... International Joint Conference On Neural Networks. International Joint Conference On Neural Networks. 2020. PMID 33101768 DOI: 10.1109/ijcnn48605.2020.9206678   
2020 Wu K, Hao X, Liu J, Liu P, Shen F. Online Reconstruction of Complex Networks From Streaming Data. Ieee Transactions On Cybernetics. PMID 33147156 DOI: 10.1109/TCYB.2020.3027642   
2020 Wang XW, Chen Y, Liu YY. Link Prediction through Deep Generative Model. Iscience. 23: 101626. PMID 33103070 DOI: 10.1016/j.isci.2020.101626   
2020 Ma CY, Liao CS. A review of protein-protein interaction network alignment: From pathway comparison to global alignment. Computational and Structural Biotechnology Journal. 18: 2647-2656. PMID 33033584 DOI: 10.1016/j.csbj.2020.09.011   
2020 Gao S, Sun C, Xiang C, Qin K, Lee TH. Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048765 DOI: 10.1109/TNNLS.2020.3027599   
2020 Yang PL, Xu GQ, Yu Q, Guo JW. An adaptive heuristic clustering algorithm for influence maximization in complex networks. Chaos (Woodbury, N.Y.). 30: 093106. PMID 33003925 DOI: 10.1063/1.5140646   
2020 Means SA, Bläsche C, Laing CR. A permutation method for network assembly. Plos One. 15: e0240888. PMID 33095802 DOI: 10.1371/journal.pone.0240888   
2020 Chan YL, Boon Tang T. Characterizing Functional Near Infrared Spectroscopy (fNIRS)-based Connectivity as Cost-effective Small World Network using Orthogonal Minimal Spanning Trees (OMSTs). Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2901-2904. PMID 33018613 DOI: 10.1109/EMBC44109.2020.9175241   
2020 Haddad A, Najafizadeh L. Classification of EEG Data Based on the Spatio-Temporo-Rhythmic Characteristics of the Task-Discriminating Functional Sub-networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2865-2868. PMID 33018604 DOI: 10.1109/EMBC44109.2020.9175394   
2020 Wu Z, Li Z. Distributed Robust Optimization Algorithms Over Uncertain Network Graphs. Ieee Transactions On Cybernetics. PMID 33147154 DOI: 10.1109/TCYB.2020.3027415   
2020 Cui J, Yang B, Sun B, Hu X, Liu J. Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048764 DOI: 10.1109/TNNLS.2020.3027552   
2020 Wang X, Li T, Cheng Y, Chen CLP. Inference-Based Posteriori Parameter Distribution Optimization. Ieee Transactions On Cybernetics. PMID 33027029 DOI: 10.1109/TCYB.2020.3023127   
2020 Yu B, Wang Z, Liu S, Liu X, Gou R. The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. Plos One. 15: e0237994. PMID 33027298 DOI: 10.1371/journal.pone.0237994   
2020 Hou N, Dong H, Wang Z, Liu H. A Partial-Node-Based Approach to State Estimation for Complex Networks With Sensor Saturations Under Random Access Protocol. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048757 DOI: 10.1109/TNNLS.2020.3027252   
2020 Hassan S, Hemeida AM, Alkhalaf S, Mohamed AA, Senjyu T. Multi-variant differential evolution algorithm for feature selection. Scientific Reports. 10: 17261. PMID 33057120 DOI: 10.1038/s41598-020-74228-0   
2020 Kumar N, Rani M. A new hybrid force/position control approach for time-varying constrained reconfigurable manipulators. Isa Transactions. PMID 33121732 DOI: 10.1016/j.isatra.2020.10.046   
2020 Fortes S, Muñoz P, Serrano I, Barco R. Transform-Based Multiresolution Decomposition for Degradation Detection in Cellular Networks. Sensors (Basel, Switzerland). 20. PMID 33023174 DOI: 10.3390/s20195645   
2020 Daniels MW, Madhavan A, Talatchian P, Mizrahi A, Stiles MD. Energy-efficient stochastic computing with superparamagnetic tunnel junctions. Physical Review Applied. 13. PMID 33043097   
2020 Deng Z, Tang S, Jia B, Wang H, Deng X, Zheng X. Cooperative Localization and Time Synchronization Based on M-VMP Method. Sensors (Basel, Switzerland). 20. PMID 33167525 DOI: 10.3390/s20216315   
2020 Chatterjee A, Layton A. Mimicking nature for resilient resource and infrastructure network design. Reliability Engineering & System Safety. 204: 107142. PMID 33132538 DOI: 10.1016/j.ress.2020.107142   
2020 Zhao J, Sun M, Chen F, Chui P. Understanding Missing Links in Bipartite Networks with MissBiN. Ieee Transactions On Visualization and Computer Graphics. PMID 33090955 DOI: 10.1109/TVCG.2020.3032984   
2020 Tanjung D, Byeon S, Huh J, Kim DH, Kim JD. Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding. Sensors (Basel, Switzerland). 20. PMID 33066256 DOI: 10.3390/s20205792   
2020 Xiao Z, Deng Y. Graph embedding-based novel protein interaction prediction via higher-order graph convolutional network. Plos One. 15: e0238915. PMID 32970681 DOI: 10.1371/journal.pone.0238915   
2020 Gu Z, Ahn CK, Yue D, Xie X. Event-Triggered H∞ Filtering for T-S Fuzzy-Model-Based Nonlinear Networked Systems With Multisensors Against DoS Attacks. Ieee Transactions On Cybernetics. PMID 33151891 DOI: 10.1109/TCYB.2020.3030028   
2020 Nguyen H, Tran D, Tran B, Pehlivan B, Nguyen T. A comprehensive survey of regulatory network inference methods using single-cell RNA sequencing data. Briefings in Bioinformatics. PMID 33057606 DOI: 10.1093/bib/bbaa190   
2020 Huang Y, Ahmad S, Fan J, Shen D, Yap PT. Difficulty-aware hierarchical convolutional neural networks for deformable registration of brain MR images. Medical Image Analysis. 67: 101817. PMID 33129152 DOI: 10.1016/j.media.2020.101817   
2020 Pereira RS, Lieira DD, Silva MACD, Pimenta AHM, da Costa JBD, Rosário D, Villas L, Meneguette RI. RELIABLE: Resource Allocation Mechanism for 5G Network using Mobile Edge Computing. Sensors (Basel, Switzerland). 20. PMID 32977383 DOI: 10.3390/s20195449   
2020 Fu H, Chen X, Wang W, Wu M. Observer-Based Adaptive Synchronization Control of Unknown Discrete-Time Nonlinear Heterogeneous Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33079683 DOI: 10.1109/TNNLS.2020.3028569   
2020 Ai T, Xu B, Xiang C, Fan W, Zhang Y. Modeling of a Novel Coaxial Ducted Fan Aerial Robot Combined with Corner Environment by Using Artificial Neural Network. Sensors (Basel, Switzerland). 20. PMID 33066430 DOI: 10.3390/s20205805   
2020 Knittel J, Lalama A, Koch S, Ertl T. Visual Neural Decomposition to Explain Multivariate Data Sets. Ieee Transactions On Visualization and Computer Graphics. PMID 33048724 DOI: 10.1109/TVCG.2020.3030420   
2020 Liu W, Sun X, Peng L, Zhou L, Lin H, Jiang Y. RWRNET: A Gene Regulatory Network Inference Algorithm Using Random Walk With Restart. Frontiers in Genetics. 11: 591461. PMID 33101398 DOI: 10.3389/fgene.2020.591461   
2020 Liu L, Liao W. Optimization and profit distribution in a two-echelon collaborative waste collection routing problem from economic and environmental perspective. Waste Management (New York, N.Y.). PMID 33127279 DOI: 10.1016/j.wasman.2020.09.045   
2020 Jafari M, Wang Y, Amiryousefi A, Tang J. Unsupervised Learning and Multipartite Network Models: A Promising Approach for Understanding Traditional Medicine. Frontiers in Pharmacology. 11: 1319. PMID 32982738 DOI: 10.3389/fphar.2020.01319   
2020 Cao C, Hou SY, Cao N, Zeng B. Supervised learning in Hamiltonian reconstruction from local measurements on eigenstates. Journal of Physics. Condensed Matter : An Institute of Physics Journal. PMID 33105109 DOI: 10.1088/1361-648X/abc4cf   
2020 Tan HH, Lim KH. Two-Phase Switching Optimization Strategy in Deep Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048768 DOI: 10.1109/TNNLS.2020.3027750   
2020 Hu J, Song Y, Wang Q, Bai S, Yi Z. Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy. Medical Image Analysis. 67: 101886. PMID 33166773 DOI: 10.1016/j.media.2020.101886   
2020 Zhou Z, Shi C, Shen X, Cai L, Wang H, Liu Y, Zhao Y, Chen W. Context-aware Sampling of Large Networks via Graph Representation Learning. Ieee Transactions On Visualization and Computer Graphics. PMID 33052861 DOI: 10.1109/TVCG.2020.3030440   
2020 Yang Y, Stathis D, Jordão R, Hemani A, Lansner A. Optimizing BCPNN Learning Rule for Memory Access. Frontiers in Neuroscience. 14: 878. PMID 32982673 DOI: 10.3389/fnins.2020.00878   
2020 Gu J, Fang Z, Gao Y, Tian F. Segmentation of coronary arteries images using global feature embedded network with active contour loss. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 86: 101799. PMID 33130419 DOI: 10.1016/j.compmedimag.2020.101799   
2020 Concepcion L, Napoles G, Grau I, Pedrycz W. Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models. Ieee Transactions On Cybernetics. PMID 33027021 DOI: 10.1109/TCYB.2020.3022527   
2020 Wei Y, Cao Q, Hargrove L, Gu J. A Wearable Bio-signal Processing System with Ultra-low-power SoC and Collaborative Neural Network Classifier for Low Dimensional Data Communication. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4002-4007. PMID 33018877 DOI: 10.1109/EMBC44109.2020.9176647   
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 Zeng W, Lin C, Lin J, Jiang J, Xia J, Turkay C, Chen W. Revisiting the Modifiable Areal Unit Problem in Deep Traffic Prediction with Visual Analytics. Ieee Transactions On Visualization and Computer Graphics. PMID 33074818 DOI: 10.1109/TVCG.2020.3030410   
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