George Michailidis

185 papers A* 4A 3B 7C 1Misc 5Journal 134Unranked 31

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A penalty-based method for communication-efficient decentralized bilevel programming. Autom. Parvin Nazari, Ahmad Mousavi, Davoud Ataee Tarzanagh, George Michailidis
2025	J	`jnl`	Cardinality constrained mean-variance portfolios: a penalty decomposition algorithm. Comput. Optim. Appl. Ahmad Mousavi, George Michailidis
2025	J	`jnl`	Covariate-dependent Graphical Model Estimation via Neural Networks with Statistical Guarantees. CoRR Jiahe Lin, Yikai Zhang, George Michailidis
2025	J	`jnl`	Covariate-dependent Graphical Model Estimation via Neural Networks with Statistical Guarantees. Trans. Mach. Learn. Res. Jiahe Lin, Yikai Zhang, George Michailidis
2025	C	`conf`	Localized LoRA: A Structured Low-Rank Approximation for Efficient Fine-Tuning. ICMLA Babak Barazandeh, Subhabrata Majumdar, Om Rajyaguru, George Michailidis
2025	J	`jnl`	Multi-Objective Reverse Offloading in Edge Computing for AI Tasks. IEEE Open J. Commun. Soc. Petros Amanatidis, George Michailidis, Dimitris Karampatzakis, Vasileios Kalenteridis, George Iosifidis, Thomas Lagkas
2025	J	`jnl`	Neural Network-Based Change Point Detection for Large-Scale Time-Evolving Data. CoRR Jialiang Geng, George Michailidis
2024	J	`jnl`	A VAE-based Framework for Learning Multi-Level Neural Granger-Causal Connectivity. CoRR Jiahe Lin, Huitian Lei, George Michailidis
2024	J	`jnl`	A VAE-based Framework for Learning Multi-Level Neural Granger-Causal Connectivity. Trans. Mach. Learn. Res. Jiahe Lin, Huitian Lei, George Michailidis
2024	J	`jnl`	Axiomatic effect propagation in structural causal models. J. Mach. Learn. Res. Raghav Singal, George Michailidis
2024	J	`jnl`	DNEA: an R package for fast and versatile data-driven network analysis of metabolomics data. BMC Bioinform. Christopher Patsalis, Gayatri Iyer, Marci Brandenburg, Alla Karnovsky, George Michailidis
2024	J	`jnl`	Deep Learning-based Approaches for State Space Models: A Selective Review. CoRR Jiahe Lin, George Michailidis
2024	J	`jnl`	Joint learning of linear time-invariant dynamical systems. Autom. Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2024	J	`jnl`	Logistic Regression Under Network Dependence. J. Mach. Learn. Res. Somabha Mukherjee, Ziang Niu, Sagnik Halder, Bhaswar B. Bhattacharya, George Michailidis
2024	J	`jnl`	Structural Discovery with Partial Ordering Information for Time-Dependent Data with Convergence Guarantees. J. Comput. Graph. Stat. Jiahe Lin, Huitian Lei, George Michailidis
2023	J	`jnl`	A General Modeling Framework for Network Autoregressive Processes. Technometrics Hang Yin, Abolfazl Safikhani, George Michailidis
2023	J	`jnl`	Bayesian Spiked Laplacian Graphs. J. Mach. Learn. Res. Leo L. Duan, George Michailidis, Mingzhou Ding
2023	J	`jnl`	Inference on the Change Point under a High Dimensional Covariance Shift. J. Mach. Learn. Res. Abhishek Kaul, Hongjin Zhang, Konstantinos Tsampourakis, George Michailidis
2023	J	`jnl`	Low Tree-Rank Bayesian Vector Autoregression Models. J. Mach. Learn. Res. Leo L. Duan, Zeyu Yuwen, George Michailidis, Zhengwu Zhang
2022	J	`jnl`	A Coupled CP Decomposition for Principal Components Analysis of Symmetric Networks. CoRR Michael Weylandt, George Michailidis
2022	J	`jnl`	A Fast Detection Method of Break Points in Effective Connectivity Networks. IEEE Trans. Medical Imaging Peiliang Bai, Abolfazl Safikhani, George Michailidis
2022	J	`jnl`	A Novel Data-Driven Approach for Solving the Electric Vehicle Charging Station Location-Routing Problem. IEEE Trans. Intell. Transp. Syst. Ying-Chao Hung, George Michailidis
2022	J	`jnl`	A Penalty Based Method for Communication-Efficient Decentralized Bilevel Programming. CoRR Parvin Nazari, Ahmad Mousavi, Davoud Ataee Tarzanagh, George Michailidis
2022	J	`jnl`	A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions. Stat. Comput. Srijata Samanta, Kshitij Khare, George Michailidis
2022	A	`conf`	A novel video recommendation system for algebra: An effectiveness evaluation study. LAK Walter L. Leite, Samrat Roy, Nilanjana Chakraborty, George Michailidis, Anne Corinne Huggins-Manley, Sidney D'Mello, Mohamad Kazem Shirani Faradonbeh, Emily Jensen, Huan Kuang, Zeyuan Jing
2022	J	`jnl`	DAdam: A Consensus-Based Distributed Adaptive Gradient Method for Online Optimization. IEEE Trans. Signal Process. Parvin Nazari, Davoud Ataee Tarzanagh, George Michailidis
2022	J	`jnl`	Explaining the root causes of unit-level changes. CoRR Kailash Budhathoki, George Michailidis, Dominik Janzing
2022	J	`jnl`	Fast and Scalable Algorithm for Detection of Structural Breaks in Big VAR Models. J. Comput. Graph. Stat. Abolfazl Safikhani, Yue Bai, George Michailidis
2022	B	`conf`	Heterogeneity of Treatment Effects of a Video Recommendation System for Algebra. L@S Walter L. Leite, Huan Kuang, Zuchao Shen, Nilanjana Chakraborty, George Michailidis, Sidney D'Mello, Wanli Xing
2022	J	`jnl`	Hybrid Modeling of Regional COVID-19 Transmission Dynamics in the U.S. IEEE J. Sel. Top. Signal Process. Yue Bai, Abolfazl Safikhani, George Michailidis
2022	J	`jnl`	Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models. J. Mach. Learn. Res. Subhabrata Majumdar, George Michailidis
2022	Misc	`conf`	On The Convergence of ADAM-Type Algorithms for Solving Structured Single Node and Decentralized Min-Max Saddle Point Games. ICASSP Babak Barazandeh, Kristal Curtis, Chandrima Sarkar, Ram Sriharsha, George Michailidis
2022	J	`jnl`	Optimal routing for electric vehicle charging systems with stochastic demand: A heavy traffic approximation approach. Eur. J. Oper. Res. Ying-Chao Hung, Horace PakHai Lok, George Michailidis
2022	J	`jnl`	Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data. J. Mach. Learn. Res. Davoud Ataee Tarzanagh, George Michailidis
2021	J	`jnl`	A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems. CoRR Babak Barazandeh, Tianjian Huang, George Michailidis
2021	J	`jnl`	A decentralized adaptive momentum method for solving a class of min-max optimization problems. Signal Process. Babak Barazandeh, Tianjian Huang, George Michailidis
2021	Misc	`conf`	Automatic Registration and Clustering of Time Series. ICASSP Michael Weylandt, George Michailidis
2021	A*	`conf`	Flow-based Attribution in Graphical Models: A Recursive Shapley Approach. ICML Raghav Singal, George Michailidis, Hoiyi Ng
2021	J	`jnl`	Joint Learning of Linear Time-Invariant Dynamical Systems. CoRR Aditya Modi, Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2021	J	`jnl`	Optimism-Based Adaptive Regulation of Linear-Quadratic Systems. IEEE Trans. Autom. Control. Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2021	Misc	`conf`	Solving a Class of Non-Convex Min-Max Games Using Adaptive Momentum Methods. ICASSP Babak Barazandeh, Davoud Ataee Tarzanagh, George Michailidis
2021	J	`jnl`	Solving a class of non-convex min-max games using adaptive momentum methods. CoRR Babak Barazandeh, Davoud Ataee Tarzanagh, George Michailidis
2021	—	`conf`	Sparse Partial Least Squares for Coarse Noisy Graph Alignment. SSP Michael Weylandt, George Michailidis, T. Mitchell Roddenberry
2021	J	`jnl`	Sparse Partial Least Squares for Coarse Noisy Graph Alignment. CoRR Michael Weylandt, George Michailidis, T. Mitchell Roddenberry
2021	B	`conf`	The effects of a personalized recommendation system on students' high-stakes achievement scores: A field experiment. EDM Nilanjana Chakraborty, Samrat Roy, Walter L. Leite, George Michailidis
2020	J	`jnl`	A Statistical Framework for Detecting Electricity Theft Activities in Smart Grid Distribution Networks. IEEE J. Sel. Areas Commun. Jin Tao, George Michailidis
2020	J	`jnl`	Adaptive First-and Zeroth-order Methods for Weakly Convex Stochastic Optimization Problems. CoRR Parvin Nazari, Davoud Ataee Tarzanagh, George Michailidis
2020	J	`jnl`	Automatic Registration and Convex Clustering of Time Series. CoRR Michael Weylandt, George Michailidis
2020	J	`jnl`	Change Point Estimation in a Dynamic Stochastic Block Model. J. Mach. Learn. Res. Monika Bhattacharjee, Moulinath Banerjee, George Michailidis
2020	J	`jnl`	Deep annotation of untargeted LC-MS metabolomics data with Binner. Bioinform. Maureen Kachman, Hani Habra, William Duren, Janis E. Wigginton, Peter Sajjakulnukit, George Michailidis, Charles F. Burant, Alla Karnovsky
2020	J	`jnl`	Input perturbations for adaptive control and learning. Autom. Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2020	J	`jnl`	Locating Infinite Discontinuities in Computer Experiments. SIAM/ASA J. Uncertain. Quantification Ying-Chao Hung, George Michailidis, Horace PakHai Lok
2020	J	`jnl`	Multiple Change Points Detection in Low Rank and Sparse High Dimensional Vector Autoregressive Models. IEEE Trans. Signal Process. Peiliang Bai, Abolfazl Safikhani, George Michailidis
2020	J	`jnl`	On adaptive Linear-Quadratic regulators. Autom. Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2020	J	`jnl`	Online detection of local abrupt changes in high-dimensional Gaussian graphical models. CoRR Hossein Keshavarz, George Michailidis
2020	J	`jnl`	Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models. J. Mach. Learn. Res. Jiahe Lin, George Michailidis
2020	J	`jnl`	Sequential change-point detection in high-dimensional Gaussian graphical models. J. Mach. Learn. Res. Hossein Keshavarz, George Michailidis, Yves F. Atchadé
2020	J	`jnl`	System Identification of High-Dimensional Linear Dynamical Systems With Serially Correlated Output Noise Components. IEEE Trans. Signal Process. Jiahe Lin, George Michailidis
2019	J	`jnl`	A comparative study of topology-based pathway enrichment analysis methods. BMC Bioinform. Jing Ma, Ali Shojaie, George Michailidis
2019	—	`conf`	Analyses of Multi-collection Corpora via Compound Topic Modeling. LOD Clint P. George, Wei Xia, George Michailidis
2019	J	`jnl`	Analyses of Multi-collection Corpora via Compound Topic Modeling. CoRR Clint P. George, Wei Xia, George Michailidis
2019	J	`jnl`	Corrections to "Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions". IEEE Trans. Signal Process. Sumanta Basu, Xianqi Li, George Michailidis
2019	J	`jnl`	DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization. CoRR Parvin Nazari, Davoud Ataee Tarzanagh, George Michailidis
2019	J	`jnl`	Differential network enrichment analysis reveals novel lipid pathways in chronic kidney disease. Bioinform. Jing Ma, Alla Karnovsky, Farsad Afshinnia, Janis E. Wigginton, Daniel J. Rader, Loki Natarajan, Kumar Sharma, Anna C. Porter, Mahboob Rahman, Jiang He, Lee Hamm, Tariq Shafi, Debbie S. Gipson, Crystal Gadegbeku, Harold Feldman, George Michailidis
2019	—	`conf`	Directed Acyclic Graph Reconstruction Leveraging Prior Partial Ordering Information. LOD Pei-Li Wang, George Michailidis
2019	J	`jnl`	Finite-Time Adaptive Stabilization of Linear Systems. IEEE Trans. Autom. Control. Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2019	A	`conf`	Investigating the Usage Patterns of Algebra Nation Tutoring Platform. LAK Sahba Akhavan Niaki, Clint P. George, George Michailidis, Carole R. Beal
2019	J	`jnl`	Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions. IEEE Trans. Signal Process. Sumanta Basu, Xianqi Li, George Michailidis
2019	J	`jnl`	Modeling and Optimization of Time-of-Use Electricity Pricing Systems. IEEE Trans. Smart Grid Ying-Chao Hung, George Michailidis
2019	—	`conf`	On Applications of Bootstrap in Continuous Space Reinforcement Learning. CDC Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2019	J	`jnl`	On Applications of Bootstrap in Continuous Space Reinforcement Learning. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2019	—	`conf`	Online Distributed Estimation of Principal Eigenspaces. DSW Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis
2019	J	`jnl`	Online Distributed Estimation of Principal Eigenspaces. CoRR Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis
2019	J	`jnl`	Preface: Computational biomedicine. Ann. Oper. Res. Anton Kocheturov, Panos M. Pardalos, George Michailidis
2019	J	`jnl`	Quantifying heterogeneity of expression data based on principal components. Bioinform. Zi Yang, George Michailidis
2019	—	`conf`	Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. DSW Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2019	J	`jnl`	Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2019	J	`jnl`	Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data. CoRR Davoud Ataee Tarzanagh, George Michailidis
2019	J	`jnl`	Regularized joint estimation of related vector autoregressive models. Comput. Stat. Data Anal. Andrey Skripnikov, George Michailidis
2019	A	`conf`	The Impact of an Online Tutoring Program for Algebra Readiness on Mathematics Achievements; Results of a Randomized Experiment. LAK Sahba Akhavan Niaki, Clint P. George, George Michailidis, Carole R. Beal
2018	—	`conf`	Detection of False Data Injection Attacks in Smart Grids Based on Forecasts. SmartGridComm Michael G. Kallitsis, Shrijita Bhattacharya, George Michailidis
2018	J	`jnl`	Fast Randomized Algorithms for t-Product Based Tensor Operations and Decompositions with Applications to Imaging Data. SIAM J. Imaging Sci. Davoud Ataee Tarzanagh, George Michailidis
2018	J	`jnl`	Finite Time Adaptive Stabilization of LQ Systems. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2018	J	`jnl`	Finite time identification in unstable linear systems. Autom. Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2018	J	`jnl`	Input Perturbations for Adaptive Regulation and Learning. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2018	J	`jnl`	On Optimality of Adaptive Linear-Quadratic Regulators. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2018	J	`jnl`	Sequential change-point detection in high-dimensional Gaussian graphical models. CoRR Hossein Keshavarz, George Michailidis, Yves F. Atchadé
2017	J	`jnl`	Estimation of Graphical Models through Structured Norm Minimization. J. Mach. Learn. Res. Davoud Ataee Tarzanagh, George Michailidis
2017	J	`jnl`	Fast Monte Carlo Algorithms for Tensor Operations. CoRR Davoud Ataee Tarzanagh, George Michailidis
2017	J	`jnl`	Finite Time Analysis of Optimal Adaptive Policies for Linear-Quadratic Systems. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2017	J	`jnl`	Finite Time Identification in Unstable Linear Systems. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2017	J	`jnl`	Optimality of Fast-Matching Algorithms for Random Networks With Applications to Structural Controllability. IEEE Trans. Control. Netw. Syst. Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2017	J	`jnl`	Regularized Estimation and Testing for High-Dimensional Multi-Block Vector-Autoregressive Models. J. Mach. Learn. Res. Jiahe Lin, George Michailidis
2017	J	`jnl`	Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data. Bioinform. Sumanta Basu, William Duren, Charles R. Evans, Charles F. Burant, George Michailidis, Alla Karnovsky
2017	J	`jnl`	Structural optimization under overhang constraints imposed by additive manufacturing technologies. J. Comput. Phys. Grégoire Allaire, Charles Dapogny, R. Estevez, Alexis Faure, George Michailidis
2016	J	`jnl`	A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal data. Bioinform. Zi Yang, George Michailidis
2016	J	`jnl`	AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis, and Forensics of Multi-Gigabit Streams. IEEE J. Sel. Areas Commun. Michael G. Kallitsis, Stilian A. Stoev, Shrijita Bhattacharya, George Michailidis
2016	—	`conf`	Adaptive statistical detection of false data injection attacks in smart grids. GlobalSIP Michael G. Kallitsis, Shrijita Bhattacharya, Stilian Stoev, George Michailidis
2016	J	`jnl`	Joint Structural Estimation of Multiple Graphical Models. J. Mach. Learn. Res. Jing Ma, George Michailidis
2016	J	`jnl`	Measuring Influence of Users in Twitter Ecosystems Using a Counting Process Modeling Framework. Technometrics Donggeng Xia, Shawn Mankad, George Michailidis
2016	—	`conf`	Measuring Systemic Risk with Network Connectivity: Extended Abstract. DSMM@SIGMOD Sumanta Basu, Sreyoshi Das, George Michailidis, Amiyatosh Purnanandam
2016	J	`jnl`	Network-based pathway enrichment analysis with incomplete network information. Bioinform. Jing Ma, Ali Shojaie, George Michailidis
2016	J	`jnl`	Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models. J. Mach. Learn. Res. Jiahe Lin, Sumanta Basu, Moulinath Banerjee, George Michailidis
2015	J	`jnl`	AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis and Forensics of Multi-gigabit Streams. CoRR Michael G. Kallitsis, Stilian Stoev, Shrijita Bhattacharya, George Michailidis
2015	J	`jnl`	Analysis of Multiview Legislative Networks with Structured Matrix Factorization: Does Twitter Influence Translate to the Real World? CoRR Shawn Mankad, George Michailidis
2015	J	`jnl`	Cone Schedules for Processing Systems in Fluctuating Environments. IEEE Trans. Autom. Control. Kevin Ross, Nicholas Bambos, George Michailidis
2015	—	`conf`	Correlative monitoring for detection of false data injection attacks in smart grids. SmartGridComm Michael G. Kallitsis, George Michailidis, Samir Tout
2015	J	`jnl`	Network granger causality with inherent grouping structure. J. Mach. Learn. Res. Sumanta Basu, Ali Shojaie, George Michailidis
2015	J	`jnl`	Operator-valued kernel-based vector autoregressive models for network inference. Mach. Learn. Néhémy Lim, Florence d'Alché-Buc, Cédric Auliac, George Michailidis
2015	J	`jnl`	Optimal routing for electric vehicle service systems. Eur. J. Oper. Res. Ying-Chao Hung, George Michailidis
2015	J	`jnl`	Optimality of Fast Matching Algorithms for Random Networks with Applications to Structural Controllability. CoRR Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis
2015	J	`jnl`	Socially Optimal Charging Strategies for Electric Vehicles. IEEE Trans. Autom. Control. Elena Yudovina, George Michailidis
2015	J	`jnl`	Two-Stage Plans for Estimating the Inverse of a Monotone Function. Technometrics Runlong Tang, Moulinath Banerjee, George Michailidis, Shawn Mankad
2015	J	`jnl`	Unsplittable Load Balancing in a Network of Charging Stations Under QoS Guarantees. IEEE Trans. Smart Grid Islam Safak Bayram, George Michailidis, Michael Devetsikiotis
2014	—	`conf`	Do U.S. Regulators Listen to the Public? Testing the Regulatory Process with the RegRank Algorithm. DSMM Andrei Kirilenko, Shawn Mankad, George Michailidis
2014	J	`jnl`	Hashing Pursuit for Online Identification of Heavy-Hitters in High-Speed Network Streams. CoRR Michael G. Kallitsis, Stilian Stoev, George Michailidis
2014	J	`jnl`	Measuring Influence in Twitter Ecosystems using a Counting Process Modeling Framework. CoRR Donggeng Xia, Shawn Mankad, George Michailidis
2014	J	`jnl`	Unsplittable Load Balancing in a Network of Charging Stations Under QoS Guarantees. CoRR Islam Safak Bayram, George Michailidis, Michael Devetsikiotis
2014	—	`conf`	Visual Analytics for Network-Based Market Surveillance. DSMM Shawn Mankad, George Michailidis, Celso Brunetti
2013	J	`jnl`	A State-Space Approach for Optimal Traffic Monitoring via Network Flow Sampling. CoRR Michael G. Kallitsis, Stilian Stoev, George Michailidis
2013	B	`conf`	Decentralized control of electric vehicles in a network of fast charging stations. GLOBECOM I. Safak Bayram, George Michailidis, Ioannis Papapanagiotou, Michael Devetsikiotis
2013	J	`jnl`	Discovering the ecosystem of an electronic financial market with a dynamic machine-learning method. Algorithmic Finance Shawn Mankad, George Michailidis, Andrei Kirilenko
2013	—	`conf`	Discovery of path-important nodes using structured semi-nonnegative matrix factorization. CAMSAP Shawn Mankad, George Michailidis
2013	J	`jnl`	Electric Power Allocation in a Network of Fast Charging Stations. IEEE J. Sel. Areas Commun. I. Safak Bayram, George Michailidis, Michael Devetsikiotis, Fabrizio Granelli
2013	—	`conf`	Electric power resource provisioning for large scale public EV charging facilities. SmartGridComm I. Safak Bayram, George Michailidis, Michael Devetsikiotis
2013	J	`jnl`	Fast Algorithms for Optimal Link Selection in Large-Scale Network Monitoring. IEEE Trans. Signal Process. Michael G. Kallitsis, Stilian Stoev, George Michailidis
2013	J	`jnl`	Network-Wide Statistical Modeling, Prediction, and Monitoring of Computer Traffic. Technometrics Joel Vaughan, Stilian Stoev, George Michailidis
2013	J	`jnl`	OKVAR-Boost: a novel boosting algorithm to infer nonlinear dynamics and interactions in gene regulatory networks. Bioinform. Néhémy Lim, Yasin Senbabaoglu, George Michailidis, Florence d'Alché-Buc
2013	—	`conf`	Power allocation to a network of charging stations based on network tomography monitoring. DSP George Michailidis
2013	J	`jnl`	Structural and Functional Discovery in Dynamic Networks with Non-negative Matrix Factorization CoRR Shawn Mankad, George Michailidis
2012	J	`jnl`	A Graph Algebra for Scalable Visual Analytics. IEEE Computer Graphics and Applications Anna A. Shaverdian, Hao Zhou, George Michailidis, H. V. Jagadish
2012	—	`conf`	A decentralized ID algorithm for detecting slow-fast oscillations in power systems from overwhelming volumes of phasor data. CDC Aranya Chakrabortty, George Michailidis, Yufeng Xin
2012	—	`conf`	An algorithm for joint guidance and power control for electric vehicles in the smart grid. ICC Boonyarith Saovapakhiran, George Michailidis, Michael Devetsikiotis
2012	—	`conf`	Average delay SLAs in Cloud computing. ICC Boonyarith Saovapakhiran, Michael Devetsikiotis, George Michailidis, Yannis Viniotis
2012	—	`conf`	Demand response control for PHEV charging stations by dynamic price adjustments. ISGT Daehyun Ban, George Michailidis, Michael Devetsikiotis
2012	J	`jnl`	Optimal Power Allocation Under Communication Network Externalities. IEEE Trans. Smart Grid Michael G. Kallitsis, George Michailidis, Michael Devetsikiotis
2012	J	`jnl`	Stability and Control of Acyclic Stochastic Processing Networks With Shared Resources. IEEE Trans. Autom. Control. Ying-Chao Hung, George Michailidis
2012	—	`conf`	Strategies for competing energy storage technologies for in DC fast charging stations. SmartGridComm I. Safak Bayram, George Michailidis, Michael Devetsikiotis, Babak Parkhideh
2012	J	`jnl`	THINK Back: KNowledge-based Interpretation of High Throughput data. BMC Bioinform. Fernando Farfán, Jun Ma, Maureen A. Sartor, George Michailidis, H. V. Jagadish
2011	—	`conf`	A decentralized algorithm for optimal resource allocation in smartgrids with communication network externalities. SmartGridComm Michael G. Kallitsis, George Michailidis, Michael Devetsikiotis
2011	B	`conf`	Aggregated-DAG Scheduling for Job Flow Maximization in Heterogeneous Cloud Computing. GLOBECOM Boonyarith Saovapakhiran, George Michailidis, Michael Devetsikiotis
2011	J	`jnl`	Cone Schedules for Processing Systems in Fluctuating Environments CoRR Kevin Ross, Nicholas Bambos, George Michailidis
2011	J	`jnl`	Estimating Heavy-Tail Exponents Through Max Self-Similarity. IEEE Trans. Inf. Theory Stilian Stoev, George Michailidis, Murad S. Taqqu
2011	—	`conf`	Local energy storage sizing in plug-in hybrid electric vehicle charging stations under blocking probability constraints. SmartGridComm I. Safak Bayram, George Michailidis, Michael Devetsikiotis, Subhashish Bhattacharya, Aranya Chakrabortty, Fabrizio Granelli
2011	B	`conf`	Network Decomposition in Practice: An Application to Optimal Resource Allocation. GLOBECOM Michael G. Kallitsis, George Michailidis, Michael Devetsikiotis
2011	J	`jnl`	Structural Models for Dual Modality Data With Application to Network Tomography. IEEE Trans. Inf. Theory Harsh Singhal, George Michailidis
2010	J	`jnl`	Discovering graphical Granger causality using the truncating lasso penalty. Bioinform. Ali Shojaie, George Michailidis
2010	J	`jnl`	Global Modeling and Prediction of Computer Network Traffic CoRR Stilian Stoev, George Michailidis, Joel Vaughan
2010	A*	`conf`	On Global Modeling of Backbone Network Traffic. INFOCOM Stilian Stoev, George Michailidis, Joel Vaughan
2010	—	`conf`	Penalized Principal Component Regression on Graphs for Analysis of Subnetworks. NIPS Ali Shojaie, George Michailidis
2010	—	`conf`	Querying graphs with uncertain predicates. MLG@KDD Hao Zhou, Anna A. Shaverdian, H. V. Jagadish, George Michailidis
2010	J	`jnl`	The Ensemble Bridge Algorithm: A New Modeling Tool for Drug Discovery Problems. J. Chem. Inf. Model. Mark Vere Culp, Kjell Johnson, George Michailidis
2009	—	`conf`	A Distributed Algorithm for Resource Allocation for Delay Sensitive Services. CAMAD Michael G. Kallitsis, Robert D. Callaway, Michael Devetsikiotis, George Michailidis
2009	—	`conf`	Algebraic visual analysis: the Catalano phone call data set case study. KDD Workshop on Visual Analytics and Knowledge Discovery Anna A. Shaverdian, Hao Zhou, George Michailidis, H. V. Jagadish
2009	J	`jnl`	Analysis of Gene Sets Based on the Underlying Regulatory Network. J. Comput. Biol. Ali Shojaie, George Michailidis
2009	J	`jnl`	Measurement-based optimal resource allocation for network services with pricing differentiation. Perform. Evaluation Michael G. Kallitsis, George Michailidis, Michael Devetsikiotis
2009	—	`conf`	Multiple step social structure analysis with Cytoscape. IEEE VAST Hao Zhou, Anna A. Shaverdian, H. V. Jagadish, George Michailidis
2008	B	`conf`	Distributed and Dynamic Resource Allocation for Delay Sensitive Network Services. GLOBECOM Michael G. Kallitsis, Robert D. Callaway, Michael Devetsikiotis, George Michailidis
2008	J	`jnl`	Graph-Based Semisupervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. Mark Vere Culp, George Michailidis
2008	J	`jnl`	Local Vote Decision Fusion for Target Detection in Wireless Sensor Networks. IEEE Trans. Signal Process. Natallia Katenka, Elizaveta Levina, George Michailidis
2008	J	`jnl`	Modeling, scheduling, and simulation of switched processing systems. ACM Trans. Model. Comput. Simul. Ying-Chao Hung, George Michailidis
2008	A*	`conf`	Optimal sampling in state space models with applications to network monitoring. SIGMETRICS Harsh Singhal, George Michailidis
2008	J	`jnl`	Robust Target Localization From Binary Decisions in Wireless Sensor Networks. Technometrics Natallia Katenka, Elizaveta Levina, George Michailidis
2008	J	`jnl`	Sequential Experiment Design for Contour Estimation From Complex Computer Codes. Technometrics Pritam Ranjan, Derek Bingham, George Michailidis
2007	—	`conf`	A Measurement Based Dynamic Policy for Switched Processing Systems. ICC Ying-Chao Hung, George Michailidis
2007	J	`jnl`	Extreme Value Theory: An Introduction. Technometrics George Michailidis, Stilian Stoev
2007	A*	`conf`	Sampled Based Estimation of Network Traffic Flow Characteristics. INFOCOM Lili Yang, George Michailidis
2007	J	`jnl`	Statistical Aspects of the Analysis of Data Networks. Technometrics Lorraine Denby, Jim Landwehr, Colin L. Mallows, Jean Meloche, John Tuck, Bowei Xi, George Michailidis, Vijayan N. Nair
2006	B	`conf`	Estimation of Flow Lengths from Sampled Traffic. GLOBECOM Lili Yang, George Michailidis
2006	—	`conf`	Improving quality of service for switched processing systems. CAMAD Ying-Chao Hung, George Michailidis
2006	J	`jnl`	LASS: a tool for the local analysis of self-similarity. Comput. Stat. Data Anal. Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, George Michailidis, J. S. Marron
2006	J	`jnl`	Optimal processor allocation to differentiated job flows. Perform. Evaluation Kimberly M. Wasserman, George Michailidis, Nicholas Bambos
2006	J	`jnl`	Profit-oriented resource allocation using online scheduling in flexible heterogeneous networks. Telecommun. Syst. Peng Xu, George Michailidis, Michael Devetsikiotis
2005	J	`jnl`	Homogeneity analysis using absolute deviations. Comput. Stat. Data Anal. George Michailidis, Jan de Leeuw
2005	J	`jnl`	Local area network analysis using end-to-end delay tomography. SIGMETRICS Perform. Evaluation Rev. Earl Lawrence, George Michailidis, Vijay N. Nair
2005	—	`conf`	On the Singular Behavior of a Queueing System with Random Connectivity. CDC/ECC George Michailidis, Nicholas Bambos
2005	J	`jnl`	Queueing Networks of Random Link Topology: Stationary Dynamics of Maximal Throughput Schedules. Queueing Syst. Theory Appl. Nicholas Bambos, George Michailidis
2005	J	`jnl`	Queueing analysis of network traffic: methodology and visualization tools. Comput. Networks David A. Rolls, George Michailidis, Félix Hernández-Campos
2004	J	`jnl`	Simulating Sample Paths of Linear Fractional Stable Motion. IEEE Trans. Inf. Theory Wei Biao Wu, George Michailidis, Danlu Zhang
2003	—	`conf`	Optimal allocation in a queueing system with shared resources. CDC George Michailidis
2003	Misc	`conf`	Queueing network simulation analysis: developing efficient simulation methodology for complex queueing networks. WSC Ying-Chao Hung, George Michailidis, Derek R. Bingham
2003	J	`jnl`	The Application of Rule-Based Methods to Class Prediction Problems in Genomics. J. Comput. Biol. George Michailidis, Kerby Shedden
2002	Misc	`conf`	General methodology 2: an efficient method for simulating fractional stable motion. WSC Wei Biao Wu, George Michailidis, Danlu Zhang
2001	J	`jnl`	Data Visualization through Graph Drawing. Comput. Stat. George Michailidis, Jan de Leeuw
2001	J	`jnl`	Dynamic on-line task scheduling on parallel processors. Perform. Evaluation Cathy H. Xia, George Michailidis, Nicholas Bambos