Nikil Dutt - Related publications

University of California, Irvine, Irvine, CA 
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 K S, Roy AK, K S. Event triggered estimator based controller design for networked control system. Isa Transactions. PMID 34489094 DOI: 10.1016/j.isatra.2021.08.017   
2021 Fan A, Ma J, Jiang X, Ling H. Efficient Deterministic Search with Robust Loss Functions for Geometric Model Fitting. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34473624 DOI: 10.1109/TPAMI.2021.3109784   
2021 Lapegna M, Balzano W, Meyer N, Romano D. Clustering Algorithms on Low-Power and High-Performance Devices for Edge Computing Environments. Sensors (Basel, Switzerland). 21. PMID 34450837 DOI: 10.3390/s21165395   
2021 Ushijima TT, Yeh WWG, Wong WK. Constructing robust and efficient experimental designs in groundwater modeling using a Galerkin method, proper orthogonal decomposition, and metaheuristic algorithms. Plos One. 16: e0254620. PMID 34351931 DOI: 10.1371/journal.pone.0254620   
2021 Zhu B, Shin U, Shoaran M. Closed-Loop Neural Prostheses with On-Chip Intelligence: A Review and A Low-Latency Machine Learning Model for Brain State Detection. Ieee Transactions On Biomedical Circuits and Systems. PMID 34529573 DOI: 10.1109/TBCAS.2021.3112756   
2021 Chu JP, Kemere CT. GhostiPy: an efficient signal processing and spectral analysis toolbox for large data. Eneuro. PMID 34556557 DOI: 10.1523/ENEURO.0202-21.2021   
2021 Xing X, Chang DE. The Adaptive Dynamic Programming Toolbox. Sensors (Basel, Switzerland). 21. PMID 34451052 DOI: 10.3390/s21165609   
2021 Narayanan H, Dingfelder F, Condado Morales I, Patel B, Heding KE, Bjelke JR, Egebjerg T, Butté A, Sokolov M, Lorenzen N, Arosio P. Design of Biopharmaceutical Formulations Accelerated by Machine Learning. Molecular Pharmaceutics. PMID 34519511 DOI: 10.1021/acs.molpharmaceut.1c00469   
2021 Sharma A, Lysenko A, Boroevich KA, Vans E, Tsunoda T. DeepFeature: feature selection in nonimage data using convolutional neural network. Briefings in Bioinformatics. PMID 34368836 DOI: 10.1093/bib/bbab297   
2021 Jiang X, Wang N, Xin J, Xia X, Yang X, Gao X. Learning lightweight super-resolution networks with weight pruning. Neural Networks : the Official Journal of the International Neural Network Society. 144: 21-32. PMID 34450444 DOI: 10.1016/j.neunet.2021.08.002   
2021 Vulimiri PS, Deng H, Dugast F, Zhang X, To AC. Integrating Geometric Data into Topology Optimization via Neural Style Transfer. Materials (Basel, Switzerland). 14. PMID 34443073 DOI: 10.3390/ma14164551   
2021 Liu Z, Tang H, Zhao S, Shao K, Han S. PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34469291 DOI: 10.1109/TPAMI.2021.3109025   
2021 Santos B, Soares A, Nguyen TA, Min DK, Lee JW, Silva FA. IoT Sensor Networks in Smart Buildings: A Performance Assessment Using Queuing Models. Sensors (Basel, Switzerland). 21. PMID 34451103 DOI: 10.3390/s21165660   
2021 Zhou K, Liu Y. Early-Stage Gas Identification Using Convolutional Long Short-Term Neural Network with Sensor Array Time Series Data. Sensors (Basel, Switzerland). 21. PMID 34300566 DOI: 10.3390/s21144826   
2021 An R, Hu J, Wen L. A Nonlinear Model Predictive Control Model Aimed at the Epidemic Spread with Quarantine Strategy. Journal of Theoretical Biology. 110915. PMID 34562456 DOI: 10.1016/j.jtbi.2021.110915   
2021 Gutierrez-Galan D, Schoepe T, Dominguez-Morales JP, Jimenez-Fernandez A, Chicca E, Linares-Barranco A. An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 34495850 DOI: 10.1109/TNNLS.2021.3108047   
2021 Yazdani M, Kabirifar K, Fathollahi-Fard AM, Mojtahedi M. Production scheduling of off-site prefabricated construction components considering sequence dependent due dates. Environmental Science and Pollution Research International. PMID 34524674 DOI: 10.1007/s11356-021-16285-0   
2021 Hong X. Basketball Data Analysis Using Spark Framework and -Means Algorithm. Journal of Healthcare Engineering. 2021: 6393560. PMID 34531967 DOI: 10.1155/2021/6393560   
2021 Zheng H, Zhou H, Kang C, Liu Z, Dou Z, Liu J, Li B, Chen Y. Modeling and prediction for diesel performance based on deep neural network combined with virtual sample. Scientific Reports. 11: 16709. PMID 34408223 DOI: 10.1038/s41598-021-96259-x   
2021 Ma D, Liu M, Zhang H, Wang R, Xie X. Accurate Power Sharing and Voltage Regulation for AC Microgrids: An Event-Triggered Coordinated Control Approach. Ieee Transactions On Cybernetics. PMID 34406955 DOI: 10.1109/TCYB.2021.3095959   
2021 Ganesan A, Paul A, Nagabushnam G, Gul MJJ. Human-in-the-Loop Predictive Analytics Using Statistical Learning. Journal of Healthcare Engineering. 2021: 9955635. PMID 34367543 DOI: 10.1155/2021/9955635   
2021 Pokorny J, Seda P, Seda M, Hosek J. Modeling Optimal Location Distribution for Deployment of Flying Base Stations as On-Demand Connectivity Enablers in Real-World Scenarios. Sensors (Basel, Switzerland). 21. PMID 34451025 DOI: 10.3390/s21165580   
2021 Heath A, Strong M, Glynn D, Kunst N, Welton NJ, Goldhaber-Fiebert JD. Simulating Study Data to Support Expected Value of Sample Information Calculations: A Tutorial. Medical Decision Making : An International Journal of the Society For Medical Decision Making. 272989X211026292. PMID 34388954 DOI: 10.1177/0272989X211026292   
2021 Perumalla KS, Alam M. Mesoscopic Modeling and Rapid Simulation of Incremental Changes in Epidemic Scenarios on GPUs: Fast What-If Analyses of Localized and Dynamic Effects. Journal of the Indian Institute of Science. 1-14. PMID 34366586 DOI: 10.1007/s41745-021-00253-1   
2021 He YL, Chen L, Gao Y, Ma JH, Xu Y, Zhu QX. Novel double-layer bidirectional LSTM network with improved attention mechanism for predicting energy consumption. Isa Transactions. PMID 34493381 DOI: 10.1016/j.isatra.2021.08.030   
2021 Pei X, Tian Y, Zhang M, Shi R. The Boundary Proportion Differential Control Method of Micro-Deformable Manipulator with Compensator Based on Partial Differential Equation Dynamic Model. Micromachines. 12. PMID 34357209 DOI: 10.3390/mi12070799   
2021 Silva MC, da Silva JCF, Delabrida S, Bianchi AGC, Ribeiro SP, Silva JS, Oliveira RAR. Wearable Edge AI Applications for Ecological Environments. Sensors (Basel, Switzerland). 21. PMID 34372319 DOI: 10.3390/s21155082   
2021 Wu SJ. Root locus-based stability analysis for biological systems. Journal of Bioinformatics and Computational Biology. 2150023. PMID 34514968 DOI: 10.1142/S0219720021500232   
2021 Alhasnawi BN, Jasim BH, Rahman ZSA, Siano P. A Novel Robust Smart Energy Management and Demand Reduction for Smart Homes Based on Internet of Energy. Sensors (Basel, Switzerland). 21. PMID 34300497 DOI: 10.3390/s21144756   
2021 Li S, Zhou Q, Zhou R, Lv Q. Intelligent malware detection based on graph convolutional network. The Journal of Supercomputing. 1-17. PMID 34456504 DOI: 10.1007/s11227-021-04020-y   
2021 Kwon Y, Kang S, Choi YS, Kim I. Evolutionary design of molecules based on deep learning and a genetic algorithm. Scientific Reports. 11: 17304. PMID 34453086 DOI: 10.1038/s41598-021-96812-8   
2021 Liñares-Blanco J, Pazos A, Fernandez-Lozano C. Machine learning analysis of TCGA cancer data. Peerj. Computer Science. 7: e584. PMID 34322589 DOI: 10.7717/peerj-cs.584   
2021 Ramos RG, Domingo JD, Zalama E, Gómez-García-Bermejo J. Daily Human Activity Recognition Using Non-Intrusive Sensors. Sensors (Basel, Switzerland). 21. PMID 34450709 DOI: 10.3390/s21165270   
2021 Kumar S, Rullan M, Khammash M. Rapid prototyping and design of cybergenetic single-cell controllers. Nature Communications. 12: 5651. PMID 34561433 DOI: 10.1038/s41467-021-25754-6   
2021 Terry N, Choe Y. Splitting Gaussian processes for computationally-efficient regression. Plos One. 16: e0256470. PMID 34428233 DOI: 10.1371/journal.pone.0256470   
2021 Ganguli S, Kaur G, Sarkar P. An approximate model matching technique for controller design of linear time-invariant systems using hybrid firefly-based algorithms. Isa Transactions. PMID 34538645 DOI: 10.1016/j.isatra.2021.08.043   
2021 Romaro C, Najman FA, Lytton WW, Roque AC, Dura-Bernal S. NetPyNE Implementation and Scaling of the Potjans-Diesmann Cortical Microcircuit Model. Neural Computation. 33: 1993-2032. PMID 34411272 DOI: 10.1162/neco_a_01400   
2021 Taylor CJ, Seki H, Dannheim FM, Willis MJ, Clemens G, Taylor BA, Chamberlain TW, Bourne RA. An automated computational approach to kinetic model discrimination and parameter estimation. Reaction Chemistry & Engineering. 6: 1404-1411. PMID 34354841 DOI: 10.1039/d1re00098e   
2021 Chen JH, Tseng YJ. A general optimization protocol for molecular property prediction using a deep learning network. Briefings in Bioinformatics. PMID 34498673 DOI: 10.1093/bib/bbab367   
2021 Mendes F, Barros M, Vale A, Gonçalves B. Radioactive hot-spot Localization and identification using deep learning. Journal of Radiological Protection : Official Journal of the Society For Radiological Protection. PMID 34343982 DOI: 10.1088/1361-6498/ac1a5c   
2021 Liu H, Li XJ, Deng C, Ahn CK. Fault Estimation and Control for Unknown Discrete-Time Systems Based on Data-Driven Parameterization Approach. Ieee Transactions On Cybernetics. PMID 34478399 DOI: 10.1109/TCYB.2021.3107425   
2021 Ozcan T. A new composite approach for COVID-19 detection in X-ray images using deep features. Applied Soft Computing. 111: 107669. PMID 34248447 DOI: 10.1016/j.asoc.2021.107669   
2021 El Hage J, Gravitt P, Ravel J, Lahrichi N, Gralla E. Supporting scale-up of COVID-19 RT-PCR testing processes with discrete event simulation. Plos One. 16: e0255214. PMID 34324577 DOI: 10.1371/journal.pone.0255214   
2021 Perić Z, Savić M, Simić N, Denić B, Despotović V. Design of a 2-Bit Neural Network Quantizer for Laplacian Source. Entropy (Basel, Switzerland). 23. PMID 34441074 DOI: 10.3390/e23080933   
2021 Ahmed A, Maged A, Soliman A, El-Hussieny H, Magdy M. Space deformation based path planning for Mobile Robots. Isa Transactions. PMID 34454713 DOI: 10.1016/j.isatra.2021.08.019   
2021 Sadeghi Lahijani M, Gayatri R, Islam T, Srinivasan A, Namilae S. Architecture-Aware Modeling of Pedestrian Dynamics. Journal of the Indian Institute of Science. 1-16. PMID 34366584 DOI: 10.1007/s41745-021-00250-4   
2021 Akesson M, Singh P, Wrede F, Hellander A. Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34460381 DOI: 10.1109/TCBB.2021.3108695   
2021 Hanussek M, Bartusch F, Krüger J. Performance and scaling behavior of bioinformatic applications in virtualization environments to create awareness for the efficient use of compute resources. Plos Computational Biology. 17: e1009244. PMID 34283824 DOI: 10.1371/journal.pcbi.1009244   
2021 Hu Z, Li F, Shui J, Tang Y, Lin Q. A Novel Statistical Optimization Algorithm for Estimating Perfusion Curves in Susceptibility Contrast-Enhanced MRI. Frontiers in Neuroscience. 15: 713893. PMID 34512247 DOI: 10.3389/fnins.2021.713893   
2021 Hu M. Decision-Making Model of Product Modeling Big Data Design Scheme Based on Neural Network Optimized by Genetic Algorithm. Computational Intelligence and Neuroscience. 2021: 9315700. PMID 34367272 DOI: 10.1155/2021/9315700