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Ioannis C. Paschalidis - Publications

Affiliations: 
Electrical and Computer Engineering Boston University, Boston, MA, United States 
Area:
Electronics and Electrical Engineering, Health Care Management, Statistics
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64 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Xu T, Zhu H, Paschalidis IC. Learning parametric policies and transition probability models of markov decision processes from data European Journal of Control. 57: 68-75. PMID 33716408 DOI: 10.1016/J.Ejcon.2020.04.003  0.338
2020 Bertsimas D, Li ML, Paschalidis IC, Wang T. Prescriptive analytics for reducing 30-day hospital readmissions after general surgery. Plos One. 15: e0238118. PMID 32903282 DOI: 10.1371/Journal.Pone.0238118  0.484
2020 Zhu H, Liu H, Ataei A, Munk Y, Daniel T, Paschalidis IC. Learning from animals: How to Navigate Complex Terrains. Plos Computational Biology. 16: e1007452. PMID 31917816 DOI: 10.1371/Journal.Pcbi.1007452  0.31
2020 Paschalidis IC. Editorial: The IEEE Transactions on Control of Network Systems and the Evolution of the Field Ieee Transactions On Control of Network Systems. 7: 2-5. DOI: 10.1109/Tcns.2020.2974902  0.303
2020 Pu S, Olshevsky A, Paschalidis IC. Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning: Examining Distributed and Centralized Stochastic Gradient Descent Ieee Signal Processing Magazine. 37: 114-122. DOI: 10.1109/Msp.2020.2975212  0.373
2019 Du Y, Wu J, Li S, Long C, Paschalidis IC. Distributed MPC for Coordinated Energy Efficiency Utilization in Microgrid Systems Ieee Transactions On Smart Grid. 10: 1781-1790. DOI: 10.1109/Tsg.2017.2777975  0.317
2019 Hanawal MK, Liu H, Zhu H, Paschalidis IC. Learning Policies for Markov Decision Processes From Data Ieee Transactions On Automatic Control. 64: 2298-2309. DOI: 10.1109/Tac.2018.2866455  0.34
2018 Brisimi TS, Xu T, Wang T, Dai W, Adams WG, Paschalidis IC. Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. Proceedings of the Ieee. Institute of Electrical and Electronics Engineers. 106: 690-707. PMID 30886441 DOI: 10.1109/JPROC.2017.2789319  0.406
2018 Brisimi TS, Xu T, Wang T, Dai W, Paschalidis IC. Predicting diabetes-related hospitalizations based on electronic health records. Statistical Methods in Medical Research. 962280218810911. PMID 30474497 DOI: 10.1177/0962280218810911  0.422
2017 Wang J, Paschalidis IC. Botnet Detection Based on Anomaly and Community Detection Ieee Transactions On Control of Network Systems. 4: 392-404. DOI: 10.1109/Tcns.2016.2532804  0.304
2017 Wang J, Paschalidis IC. An Actor-Critic Algorithm With Second-Order Actor and Critic Ieee Transactions On Automatic Control. 62: 2689-2703. DOI: 10.1109/Tac.2016.2616384  0.335
2017 Zhang J, Pourazarm S, Cassandras CG, Paschalidis IC. Data-driven Estimation of Origin-Destination Demand and User Cost Functions for the Optimization of Transportation Networks * *Research partially supported by the NSF under grants CNS-1239021, ECCS-1509084, CCF-1527292, IIS-1237022, and IIP-1430145, by the AFOSR under grant FA9550-15-1-0471, by the ARO under grants W911NF-11-1-0227 and W911NF-12-1-0390, and by The MathWorks. Ifac-Papersonline. 50: 9680-9685. DOI: 10.1016/J.Ifacol.2017.08.2049  0.342
2016 Brisimi TS, Cassandras CG, Osgood C, Paschalidis IC, Zhang Y. Sensing and Classifying Roadway Obstacles in Smart Cities: The Street Bump System Ieee Access. 4: 1301-1312. DOI: 10.1109/Access.2016.2529562  0.309
2015 Paschalidis IC, Huang F, Lai W. A Message-Passing Algorithm for Wireless Network Scheduling. Ieee/Acm Transactions On Networking : a Joint Publication of the Ieee Communications Society, the Ieee Computer Society, and the Acm With Its Special Interest Group On Data Communication. 23: 1528-1541. PMID 26752942 DOI: 10.1109/Tnet.2014.2338277  0.545
2015 Mirzaei H, Zarbafian S, Villar E, Mottarella S, Beglov D, Vajda S, Paschalidis IC, Vakili P, Kozakov D. Energy minimization on manifolds for docking flexible molecules. Journal of Chemical Theory and Computation. 11: 1063-1076. PMID 26478722 DOI: 10.1021/Ct500155T  0.319
2015 Kang SC, Brisimi TS, Paschalidis IC. Distribution-dependent robust linear optimization with applications to inventory control. Annals of Operations Research. 231: 229-263. PMID 26347579 DOI: 10.1007/S10479-013-1467-4  0.582
2015 Locke RT, Paschalidis IC. Detection and localization of harmful atmospheric releases via support vector machines Environmental Systems Research. 4: 2. DOI: 10.1186/S40068-015-0028-Z  0.716
2015 Wang J, Ding X, Lahijanian M, Paschalidis IC, Belta CA. Temporal logic motion control using actor-critic methods International Journal of Robotics Research. 34: 1329-1344. DOI: 10.1177/0278364915581505  0.433
2015 Bilgin E, Caramanis MC, Paschalidis IC, Cassandras CG. Provision of Regulation Service by Smart Buildings Ieee Transactions On Smart Grid. DOI: 10.1109/Tsg.2015.2501428  0.335
2015 Wang J, Paschalidis IC. Statistical traffic anomaly detection in time-varying communication networks Ieee Transactions On Control of Network Systems. 2: 100-111. DOI: 10.1109/Tcns.2014.2378631  0.369
2015 Bertsimas D, Nasrabadi E, Paschalidis IC. Robust Fluid Processing Networks Ieee Transactions On Automatic Control. 60: 715-728. DOI: 10.1109/Tac.2014.2352711  0.763
2015 Bertsimas D, Gupta V, Paschalidis IC. Data-driven estimation in equilibrium using inverse optimization Mathematical Programming. 153: 595-633. DOI: 10.1007/S10107-014-0819-4  0.537
2014 Paschalidis IC, Dai W, Guo D. Formation Detection with Wireless Sensor Networks Acm Transactions On Sensor Networks. 10: 1-17. DOI: 10.1145/2508018  0.564
2013 Locke RT, Paschalidis IC. Model-free stochastic localization of CBRN releases Ieee Transactions On Signal Processing. 61: 4246-4258. DOI: 10.1109/Tsp.2013.2265679  0.736
2013 Moazzez-Estanjini R, Wang J, Paschalidis IC. Scheduling mobile nodes for cooperative data transport in sensor networks Ieee/Acm Transactions On Networking. 21: 974-989. DOI: 10.1109/Tnet.2012.2216897  0.338
2013 Paschalidis IC, Huang F, Lai W. Distributed scheduling of wireless networks: A message passing approach 2013 21st Mediterranean Conference On Control and Automation, Med 2013 - Conference Proceedings. 922-929. DOI: 10.1109/MED.2013.6608832  0.507
2012 Bertsimas D, Gupta V, Paschalidis IC. Inverse Optimization: A New Perspective on the Black-Litterman Model. Operations Research. 60: 1389-1403. PMID 25382873 DOI: 10.1287/Opre.1120.1115  0.554
2012 Paschalidis IC, Wu R. Robust maximum lifetime routing and energy allocation in wireless sensor networks International Journal of Distributed Sensor Networks. 2012. DOI: 10.1155/2012/523787  0.557
2012 Paschalidis IC, Li B, Caramanis MC. Demand-Side Management for Regulation Service Provisioning Through Internal Pricing Ieee Transactions On Power Systems. 27: 1531-1539. DOI: 10.1109/Tpwrs.2012.2183007  0.503
2012 Li K, Guo D, Lin Y, Paschalidis IC. Position and movement detection of wireless sensor network devices relative to a landmark graph Ieee Transactions On Mobile Computing. 11: 1970-1982. DOI: 10.1109/Tmc.2011.214  0.585
2012 Estanjini RM, Li K, Paschalidis IC. A least squares temporal difference actor-critic algorithm with applications to warehouse management Naval Research Logistics. 59: 197-211. DOI: 10.1002/Nav.21481  0.355
2011 Paschalidis IC, Li B. On Energy Optimized Network Construction for Distributed Averaging in a Dynamic Environment Ifac Proceedings Volumes. 44: 14958-14963. DOI: 10.3182/20110828-6-It-1002.00183  0.543
2011 Estanjini RM, Lin Y, Li K, Guo D, Paschalidis IC. Optimizing warehouse forklift dispatching using a sensor network and stochastic learning Ieee Transactions On Industrial Informatics. 7: 476-485. DOI: 10.1109/Tii.2011.2158834  0.542
2011 Chen J, Johansson KH, Olariu S, Paschalidis IC, Stojmenovic I. Guest Editorial special issue on wireless sensor and actuator networks Ieee Transactions On Automatic Control. 56: 2244-2246. DOI: 10.1109/Tac.2011.2164287  0.355
2011 Paschalidis IC, Li B. Energy optimized topologies for distributed averaging in wireless sensor networks Ieee Transactions On Automatic Control. 56: 2290-2304. DOI: 10.1109/Tac.2011.2163875  0.544
2011 Moazzez Estanjini R, Ding XC, Lahijanian M, Wang J, Belta CA, Paschalidis IC. Least squares temporal difference actor-critic methods with applications to robot motion control Proceedings of the Ieee Conference On Decision and Control. 704-709. DOI: 10.1109/CDC.2011.6160485  0.635
2010 Paschalidis IC, Chen Y. Statistical anomaly detection with sensor networks Acm Transactions On Sensor Networks. 7: 1-23. DOI: 10.1145/1824766.1824773  0.381
2010 Pennesi P, Paschalidis IC. A distributed actor-critic algorithm and applications to mobile sensor network coordination problems Ieee Transactions On Automatic Control. 55: 492-497. DOI: 10.1109/Tac.2009.2037462  0.379
2009 Paschalidis IC, Guo D. Robust and distributed stochastic localization in sensor networks: Theory and experimental results Acm Transactions On Sensor Networks. 5. DOI: 10.1145/1614379.1614386  0.403
2009 Paschalidis IC, Smaragdakis G. Spatio-temporal network anomaly detection by assessing deviations of empirical measures Ieee/Acm Transactions On Networking. 17: 685-697. DOI: 10.1109/Tnet.2008.2001468  0.347
2009 Paschalidis IC, Lai W, Song X. Optimized scheduled multiple access control for wireless sensor networks Ieee Transactions On Automatic Control. 54: 2573-2585. DOI: 10.1109/Tac.2009.2031210  0.611
2008 Paschalidis IC, Kang S, Li K. Distribution-Dependent Robust Linear Optimization with Asymmetric Uncertainty and Application to Optimal Control Ifac Proceedings Volumes. 41: 10069-10074. DOI: 10.3182/20080706-5-Kr-1001.01704  0.57
2008 Paschalidis IC, Kang S. A Robust Approach to Markov Decision Problems with Uncertain Transition Probabilities Ifac Proceedings Volumes. 41: 408-413. DOI: 10.3182/20080706-5-Kr-1001.00069  0.581
2008 Lai W, Paschalidis IC. Optimally balancing energy consumption versus latency in sensor network routing Acm Transactions On Sensor Networks. 4. DOI: 10.1145/1387663.1387667  0.368
2007 Paschalidis IC, Shen Y, Vakili P, Vajda S. SDU: A Semidefinite Programming-Based Underestimation Method for Stochastic Global Optimization in Protein Docking. Ieee Transactions On Automatic Control. 52: 664-676. PMID 19759849 DOI: 10.1109/Tac.2007.894518  0.329
2007 Anli OM, Caramanis MC, Paschalidis IC. Tractable supply chain production planning, modeling nonlinear lead time and quality of service constraints Journal of Manufacturing Systems. 26: 116-134. DOI: 10.1016/J.Jmsy.2008.05.001  0.328
2006 Pennesi P, Yu Y, Paschalidis IC. DISTRIBUTED MULTI-AGENT ACTOR-CRITIC ALGORITHMS WITH APPLICATIONS TO STOCHASTIC PATH FINDING PROBLEMS Ifac Proceedings Volumes. 39: 608-613. DOI: 10.3182/20060705-3-Fr-2907.00104  0.318
2006 Paschalidis IC, Kang S. ON THE BENEFITS OF DISTRIBUTIONAL INFORMATION IN ROBUST LINEAR OPTIMIZATION 1 Ifac Proceedings Volumes. 39: 351-356. DOI: 10.3182/20060705-3-Fr-2907.00061  0.569
2006 Ray S, Lai W, Paschalidis IC. Statistical location detection with sensor networks Ieee Transactions On Information Theory. 14: 2670-2683. DOI: 10.1109/Tit.2006.874376  0.409
2006 Del Vecchio C, Paschalidis IC. Enforcing service-level constraints in supply chains with assembly operations Ieee Transactions On Automatic Control. 51: 2000-2005. DOI: 10.1109/Tac.2006.884961  0.348
2005 Vecchio CD, Paschalidis IC. Supply contracts with service level requirements Ifac Proceedings Volumes (Ifac-Papersonline). 16: 13-18. DOI: 10.3182/20050703-6-Cz-1902.01486  0.337
2005 Paschalidis IC, Lai W, Starobinski D. Optimizing transmissions and routing in sensor networks is polynomially solvable Proceedings of Spie - the International Society For Optical Engineering. 5999. DOI: 10.1117/12.630880  0.302
2004 Paschalidis IC, Vassilaras S. Importance sampling for the estimation of buffer overflow probabilities via trace-driven simulations Ieee/Acm Transactions On Networking. 12: 907-919. DOI: 10.1109/Tnet.2004.836139  0.706
2004 Paschalidis IC, Liu Y, Cassandras CG, Panayiotou C. Inventory Control for Supply Chains with Service Level Constraints: A Synergy between Large Deviations and Perturbation Analysis Annals of Operations Research. 126: 231-258. DOI: 10.1023/B:Anor.0000012283.36012.E8  0.324
2001 Bertsimas D, Paschalidis IC. Probabilistic Service Level Guarantees in Make-to-Stock Manufacturing Systems Operations Research. 49: 119-133. DOI: 10.1287/Opre.49.1.119.11183  0.536
2001 Paschalidis IC, Vassilaras S. On the estimation of buffer overflow probabilities from measurements Ieee Transactions On Information Theory. 47: 178-191. DOI: 10.1109/18.904521  0.695
2000 Paschalidis IC, Liu Y. Large deviations-based asymptotics for inventory control in supply chains Proceedings of the Ieee Conference On Decision and Control. 1: 528-533. DOI: 10.1287/Opre.51.3.437.14958  0.355
2000 Paschalidis IC, Tsitsiklis JN. Congestion-dependent pricing of network services Ieee/Acm Transactions On Networking. 8: 171-184. DOI: 10.1109/90.842140  0.522
1999 Bertsimas D, Paschalidis IC, Tsitsiklis JN. Large deviations analysis of the generalized processor sharing policy Queueing Systems. 32: 319-349. DOI: 10.1023/A:1019151423773  0.698
1999 Paschalidis IC. Class-specific quality of service guarantees in multimedia communication networks Automatica. 35: 1951-1968. DOI: 10.1016/S0005-1098(99)00125-9  0.373
1998 Bertsimas D, Paschalidis IC, Tsitsiklis JN. On the large deviations behavior of acyclic networks of G/G/1 queues Annals of Applied Probability. 8: 1027-1069. DOI: 10.1214/Aoap/1028903373  0.646
1998 Bertsimas D, Paschalidis IC, Tsitsiklis JN. Asymptotic buffer overflow probabilities in multiclass multiplexers: An optimal control approach Ieee Transactions On Automatic Control. 43: 315-335. DOI: 10.1109/9.661587  0.685
1995 Bertsimas D, Paschalidis IC, Tsitsiklis JN. Branching Bandits and Klimov's Problem: Achievable Region and Side Constraints Ieee Transactions On Automatic Control. 40: 2063-2075. DOI: 10.1109/9.478231  0.66
1994 Bertsimas D, Paschalidis IC, Tsitsiklis JN. Optimization of Multiclass Queueing Networks: Polyhedral and Nonlinear Characterizations of Achievable Performance The Annals of Applied Probability. 4: 43-75. DOI: 10.1214/Aoap/1177005200  0.649
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