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1

Inverse Optimization: A New Perspective on the Black-Litterman Model

Bertsimas, Dimitris, Gupta, Vishal, Paschalidis, Ioannis Ch.

Journal:

Operations Research

Year:

2012

Language:

english

File:

PDF, 632 KB

english, 2012

2

Federated learning of predictive models from federated Electronic Health Records

Brisimi, Theodora S., Chen, Ruidi, Mela, Theofanie, Olshevsky, Alex, Paschalidis, Ioannis Ch., Shi, Wei

Journal:

International Journal of Medical Informatics

Year:

2018

Language:

english

File:

PDF, 422 KB

english, 2018

3

Large Deviations-Based Asymptotics for Inventory Control in Supply Chains

Paschalidis, Ioannis Ch., Liu, Yong

Journal:

Operations Research

Year:

2003

Language:

english

File:

PDF, 544 KB

english, 2003

4

Robust Fluid Processing Networks

Bertsimas, Dimitris, Nasrabadi, Ebrahim, Paschalidis, Ioannis Ch.

Journal:

IEEE Transactions on Automatic Control

Year:

2015

Language:

english

File:

PDF, 454 KB

english, 2015

5

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.

Zhang, Jing, Pourazarm, Sepideh, Cassandras, Christos G., Paschalidis, Ioannis Ch.

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 710 KB

english, 2017

6

Probabilistic Service Level Guarantees in Make-To-Stock Manufacturing Systems

Dimitris Bertsimas and Ioannis Ch. Paschalidis

Journal:

Operations Research

Year:

2001

Language:

english

File:

PDF, 506 KB

english, 2001

7

Prediction of hospitalization due to heart diseases by supervised learning methods

Dai, Wuyang, Brisimi, Theodora S., Adams, William G., Mela, Theofanie, Saligrama, Venkatesh, Paschalidis, Ioannis Ch.

Journal:

International Journal of Medical Informatics

Year:

2015

Language:

english

File:

PDF, 464 KB

english, 2015

8

Energy Optimized Topologies for Distributed Averaging in Wireless Sensor Networks

Paschalidis, Ioannis Ch., Li, Binbin

Journal:

IEEE Transactions on Automatic Control

Year:

2011

Language:

english

File:

PDF, 616 KB

english, 2011

9

Provision of Regulation Service by Smart Buildings

Bilgin, Enes, Caramanis, Michael C., Paschalidis, Ioannis Ch., Cassandras, Christos G.

Journal:

IEEE Transactions on Smart Grid

Year:

2015

Language:

english

File:

PDF, 1.91 MB

english, 2015

10

Model-based estimation of buffer overflow probabilities from measurements

Paschalidis, Ioannis Ch., Vassilaras, Spyridon

Journal:

ACM SIGMETRICS Performance Evaluation Review

Year:

2001

Language:

english

File:

PDF, 1.08 MB

english, 2001

11

Distributed MPC for Coordinated Energy Efficiency Utilization in Microgrid Systems

Du, Yigao, Wu, Jing, Li, Shaoyuan, Long, Chengnian, Paschalidis, Ioannis Ch.

Journal:

IEEE Transactions on Smart Grid

Year:

2017

Language:

english

File:

PDF, 13.61 MB

english, 2017

12

Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach

Brisimi, Theodora S., Xu, Tingting, Wang, Taiyao, Dai, Wuyang, Adams, William G., Paschalidis, Ioannis Ch.

Journal:

Proceedings of the IEEE

Year:

2018

Language:

english

File:

PDF, 2.77 MB

english, 2018

13

Predicting diabetes-related hospitalizations based on electronic health records

Brisimi, Theodora S, Xu, Tingting, Wang, Taiyao, Dai, Wuyang, Paschalidis, Ioannis Ch

Journal:

Statistical Methods in Medical Research

Year:

2018

Language:

english

File:

PDF, 653 KB

english, 2018

14

Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: Hospitalizations, mortality, and the need for an ICU or ventilator

Wollenstein-Betech, SalomÃ³n, Cassandras, Christos G., Paschalidis, Ioannis Ch.

Journal:

International Journal of Medical Informatics

Year:

2020

File:

PDF, 3.73 MB

2020

15

Tractable supply chain production planning, modeling nonlinear lead time and quality of service constraints

Osman Murat Anli, Michael C. Caramanis, Ioannis Ch. Paschalidis

Journal:

Journal of Manufacturing Systems

Year:

2007

Language:

english

File:

PDF, 10.43 MB

english, 2007

16

Achieving reliability and high accuracy in automated protein docking: Cluspro, PIPER, SDU, and stability analysis in CAPRI rounds 13–19

Dima Kozakov, David R. Hall, Dmitri Beglov, Ryan Brenke, Stephen R. Comeau, Yang Shen, Keyong Li, Jiefu Zheng, Pirooz Vakili, Ioannis Ch. Paschalidis, Sandor Vajda

Journal:

Proteins: Structure, Function, and Bioinformatics

Year:

2010

Language:

english

File:

PDF, 298 KB

english, 2010

17

Class-specific quality of service guarantees in multimedia communication networks

Ioannis Ch. Paschalidis

Journal:

Year:

1999

Language:

english

File:

PDF, 445 KB

english, 1999

18

Large deviations analysis of the generalized processor sharing policy

Dimitris Bertsimas, Ioannis Ch. Paschalidis, John N. Tsitsiklis

Journal:

Queueing Systems

Year:

1999

Language:

english

File:

PDF, 254 KB

english, 1999

19

A least squares temporal difference actor–critic algorithm with applications to warehouse management

Reza Moazzez Estanjini, Keyong Li, Ioannis Ch. Paschalidis

Journal:

Naval Research Logistics (NRL)

Year:

2012

Language:

english

File:

PDF, 452 KB

english, 2012

20

Rigid Body Energy Minimization on Manifolds for Molecular Docking

Mirzaei, Hanieh, Beglov, Dmitri, Paschalidis, Ioannis Ch., Vajda, Sandor, Vakili, Pirooz, Kozakov, Dima

Journal:

Journal of Chemical Theory and Computation

Year:

2012

Language:

english

File:

PDF, 3.09 MB

english, 2012

21

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - A market-based mechanism for providing demand-side regulation service reserves

Paschalidis, Ioannis Ch., Li, Binbin, Caramanis, Michael C.

Year:

2011

Language:

english

File:

PDF, 473 KB

english, 2011

22

Scheduling Mobile Nodes for Cooperative Data Transport in Sensor Networks

Moazzez-Estanjini, Reza, Wang, Jing, Paschalidis, Ioannis Ch.

Journal:

IEEE/ACM Transactions on Networking

Year:

2013

Language:

english

File:

PDF, 3.23 MB

english, 2013

23

Position and Movement Detection of Wireless Sensor Network Devices Relative to a Landmark Graph

Li, Keyong, Guo, Dong, Lin, Yingwei, Paschalidis, Ioannis Ch.

Journal:

IEEE Transactions on Mobile Computing

Year:

2012

Language:

english

File:

PDF, 967 KB

english, 2012

24

[IEEE 2007 46th IEEE Conference on Decision and Control - New Orleans, LA, USA (2007.12.12-2007.12.14)] 2007 46th IEEE Conference on Decision and Control - Optimizing noisy funnel-like functions on the euclidean group with applications to protein docking

Yang Shen,, Pirooz Vakili,, Vajda, Sandor, Paschalidis, Ioannis Ch.

Year:

2007

Language:

english

File:

PDF, 238 KB

english, 2007

25

Distribution-dependent robust linear optimization with applications to inventory control

Kang, Seong-Cheol, Brisimi, Theodora S., Paschalidis, Ioannis Ch.

Journal:

Annals of Operations Research

Year:

2015

Language:

english

File:

PDF, 1.05 MB

english, 2015

26

[IEEE Automation (MED 2011) - Corfu, Greece (2011.06.20-2011.06.23)] 2011 19th Mediterranean Conference on Control & Automation (MED) - Mobile agent coordination via a distributed actor-critic algorithm

Paschalidis, Ioannis Ch., Lin, Yingwei

Year:

2011

Language:

english

File:

PDF, 223 KB

english, 2011

27

Robust and distributed stochastic localization in sensor networks

Paschalidis, Ioannis Ch., Guo, Dong

Journal:

ACM Transactions on Sensor Networks

Year:

2009

Language:

english

File:

PDF, 1.14 MB

english, 2009

28

Efficient Maintenance and Update of Nonbonded Lists in Macromolecular Simulations

Chowdhury, Rezaul, Beglov, Dmitri, Moghadasi, Mohammad, Paschalidis, Ioannis Ch., Vakili, Pirooz, Vajda, Sandor, Bajaj, Chandrajit, Kozakov, Dima

Journal:

Journal of Chemical Theory and Computation

Year:

2014

Language:

english

File:

PDF, 2.00 MB

english, 2014

29

[IEEE 2007 46th IEEE Conference on Decision and Control - New Orleans, LA, USA (2007.12.12-2007.12.14)] 2007 46th IEEE Conference on Decision and Control - Solving sensor network coverage problems by distributed asynchronous actor-critic methods

Pennesi, Paris, Paschalidis, Ioannis Ch.

Year:

2007

Language:

english

File:

PDF, 257 KB

english, 2007

30

[IEEE 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Monticello, IL, USA (2008.09.23-2008.09.26)] 2008 46th Annual Allerton Conference on Communication, Control, and Computing - Landmark-based position and movement detection of wireless sensor network devices

Paschalidis, Ioannis Ch., Li, Keyong, Guo, Dong

Year:

2008

Language:

english

File:

PDF, 366 KB

english, 2008

31

[IEEE 2011 International Symposium of Modeling and Optimization of Mobile, Ad Hoc, and Wireless Networks (WiOpt) - Princeton, NJ, USA (2011.05.9-2011.05.13)] 2011 International Symposium of Modeling and Optimization of Mobile, Ad Hoc, and Wireless Networks - Improved delay-minimized data harvesting with mobile elements in wireless sensor networks

Moazzez-Estanjini, Reza, Paschalidis, Ioannis Ch.

Year:

2011

Language:

english

File:

PDF, 463 KB

english, 2011

32

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - Provision of regulation service reserves by flexible distributed loads

Caramanis, Michael, Paschalidis, Ioannis Ch., Cassandras, Christos, Bilgin, Enes, Ntakou, Elli

Year:

2012

Language:

english

File:

PDF, 356 KB

english, 2012

33

[IEEE 2009 17th Mediterranean Conference on Control and Automation (MED) - Thessaloniki, Greece (2009.06.24-2009.06.26)] 2009 17th Mediterranean Conference on Control and Automation - Intelligent forklift dispatching in warehouses using a sensor network

Paschalidis, Ioannis Ch., Li, Keyong, Estanjini, Reza Moazzez, Lin, Yingwei, Guok, Dong

Year:

2009

Language:

english

File:

PDF, 150 KB

english, 2009

34

[IEEE 2012 20th Mediterranean Conference on Control & Automation (MED 2012) - Barcelona, Spain (2012.07.3-2012.07.6)] 2012 20th Mediterranean Conference on Control & Automation (MED) - Animal-inspired optimal foraging via a distributed actor-critic algorithm

Paschalidis, Ioannis Ch., Lin, Yingwei

Year:

2012

Language:

english

File:

PDF, 373 KB

english, 2012

35

[IEEE Proceedings of the 45th IEEE Conference on Decision and Control - San Diego, CA, USA (2006.12.13-2006.12.15)] Proceedings of the 45th IEEE Conference on Decision and Control - Routing through noise and sleeping nodes in sensor networks: latency vs. energy trade-offs

Lai, Wei, Paschalidis, Ioannis Ch.

Year:

2006

Language:

english

File:

PDF, 268 KB

english, 2006

36

[IEEE 2013 21st Mediterranean Conference on Control & Automation (MED) - Platanias, Chania - Crete, Greece (2013.06.25-2013.06.28)] 21st Mediterranean Conference on Control and Automation - Distributed scheduling of wireless networks: A message passing approach

Paschalidis, Ioannis Ch., Huang, Fuzhuo, Lai, Wei

Year:

2013

Language:

english

File:

PDF, 211 KB

english, 2013

37

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - A message passing approach to Side Chain Positioning with applications in protein docking refinement

Moghadasi, Mohammad, Kozakov, Dima, Mamonov, Artem B., Vakili, Pirooz, Vajda, Sandor, Paschalidis, Ioannis Ch.

Year:

2012

Language:

english

File:

PDF, 419 KB

english, 2012

38

[IEEE 2007 46th IEEE Conference on Decision and Control - New Orleans, LA, USA (2007.12.12-2007.12.14)] 2007 46th IEEE Conference on Decision and Control - Optimal transmission scheduling policies for wireless sensor networks with frequency diversity

Paschalidis, Ioannis Ch., Wei Lai,, Xiangdong Song,

Year:

2007

Language:

english

File:

PDF, 223 KB

english, 2007

39

Formation Detection with Wireless Sensor Networks

Paschalidis, Ioannis Ch., Dai, Wuyang, Guo, Dong

Journal:

ACM Transactions on Sensor Networks

Year:

2014

Language:

english

File:

PDF, 908 KB

english, 2014

40

SDU: A Semidefinite Programming-Based Underestimation Method for Stochastic Global Optimization in Protein Docking

Paschalidis, Ioannis Ch., Shen, Yang, Vakili, Pirooz, Vajda, Sandor

Journal:

IEEE Transactions on Automatic Control

Year:

2007

Language:

english

File:

PDF, 1.17 MB

english, 2007

41

[IEEE 2012 IEEE International Conference on Robotics and Automation (ICRA) - St Paul, MN, USA (2012.05.14-2012.05.18)] 2012 IEEE International Conference on Robotics and Automation - Temporal logic motion control using actor-critic methods

Ding, Xu Chu, Wang, Jing, Lahijanian, Morteza, Paschalidis, Ioannis Ch., Belta, Calin A.

Year:

2012

Language:

english

File:

PDF, 1.26 MB

english, 2012

42

[IEEE 2008 47th IEEE Conference on Decision and Control - Cancun, Mexico (2008.12.9-2008.12.11)] 2008 47th IEEE Conference on Decision and Control - Anomaly detection in sensor networks based on large deviations of Markov chain models

Paschalidis, Ioannis Ch., Yin Chen,

Year:

2008

Language:

english

File:

PDF, 251 KB

english, 2008

43

Model-Free Stochastic Localization of CBRN Releases

Locke, R. Taylor, Paschalidis, Ioannis Ch

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 2.33 MB

english, 2013

44

[IEEE 2008 47th IEEE Conference on Decision and Control - Cancun, Mexico (2008.12.9-2008.12.11)] 2008 47th IEEE Conference on Decision and Control - On robust maximum lifetime routing in wireless sensor networks

Paschalidis, Ioannis Ch., Wu, Ruomin

Year:

2008

Language:

english

File:

PDF, 255 KB

english, 2008

45

[IEEE 2011 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC 2011) - Orlando, FL, USA (2011.12.12-2011.12.15)] IEEE Conference on Decision and Control and European Control Conference - Least squares temporal difference actor-critic methods with applications to robot motion control

Moazzez Estanjini, Reza, Ding, Xu Chu, Lahijanian, Morteza, Wang, Jing, Belta, Calin A., Paschalidis, Ioannis Ch.

Year:

2011

Language:

english

File:

PDF, 204 KB

english, 2011

46

[IEEE 2012 IEEE 51st Annual Conference on Decision and Control (CDC) - Maui, HI, USA (2012.12.10-2012.12.13)] 2012 IEEE 51st IEEE Conference on Decision and Control (CDC) - A new approach to rigid body minimization with application to molecular docking

Mirzaei, Hanieh, Kozakov, Dima, Beglov, Dmitri, Paschalidis, Ioannis Ch., Vajda, Sandor, Vakili, Pirooz

Year:

2012

Language:

english

File:

PDF, 345 KB

english, 2012

47

[IEEE 2010 49th IEEE Conference on Decision and Control (CDC) - Atlanta, GA, USA (2010.12.15-2010.12.17)] 49th IEEE Conference on Decision and Control (CDC) - The capacity of sparse networks under controlled mobility

Paschalidis, Ioannis Ch., Moazzez Estanjini, Reza

Year:

2010

Language:

english

File:

PDF, 282 KB

english, 2010

48

Optimization of Multiclass Queueing Networks: Polyhedral and Nonlinear Characterizations of Achievable Performance

Dimitris Bertsimas, Ioannis Ch. Paschalidis and John N. Tsitsiklis

Journal:

The Annals of Applied Probability

Year:

1994

Language:

english

File:

PDF, 4.20 MB

english, 1994

49

[IEEE 2009 Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC) - Shanghai, China (2009.12.15-2009.12.18)] Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference - An actor-critic method using Least Squares Temporal Difference learning

Paschalidis, Ioannis Ch., Li, Keyong, Moazzez Estanjini, Reza

Year:

2009

Language:

english

File:

PDF, 630 KB

english, 2009

50

[IEEE 2007 46th IEEE Conference on Decision and Control - New Orleans, LA, USA (2007.12.12-2007.12.14)] 2007 46th IEEE Conference on Decision and Control - Robust and distributed localization in sensor networks

Paschalidis, Ioannis Ch., Dong Guo,

Year:

2007

Language:

english

File:

PDF, 316 KB

english, 2007