H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 45 Citations 7,660 263 World Ranking 3534 National Ranking 1823
Electronics and Electrical Engineering H-index 35 Citations 5,626 191 World Ranking 2366 National Ranking 973

Research.com Recognitions

Awards & Achievements

2018 - IEEE Fellow For contributions to design of resilient cyber-physical systems

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Computer network
  • Statistics

His main research concerns Distributed computing, Real-time computing, Hybrid system, Control engineering and Robustness. He has researched Distributed computing in several fields, including Computer security, End-to-end principle, Network topology and Multi-agent system. His research integrates issues of Control system, CPU time, Model predictive control, Wireless sensor network and Embedded system in his study of Real-time computing.

The concepts of his Hybrid system study are interwoven with issues in Stochastic process, Reachability, Mathematical optimization, Viscosity solution and Discretization. His biological study spans a wide range of topics, including Wireless network, Set, Cyber-physical system and System identification. His research in Robustness intersects with topics in Control variable and Algorithm design.

His most cited work include:

  • Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation (384 citations)
  • Resilient Asymptotic Consensus in Robust Networks (349 citations)
  • Supervisory control of hybrid systems (283 citations)

What are the main themes of his work throughout his whole career to date?

Xenofon Koutsoukos mostly deals with Distributed computing, Real-time computing, Cyber-physical system, Hybrid system and Wireless sensor network. His Distributed computing study combines topics in areas such as Control system, Quality of service and Robustness. His Real-time computing study integrates concerns from other disciplines, such as False positive paradox, Global Positioning System, Scheduling and Detector.

His work deals with themes such as Computer security and Embedded system, which intersect with Cyber-physical system. His Hybrid system research includes elements of Control engineering, State space, Mathematical optimization and Reachability. His Wireless sensor network research also works with subjects such as

  • Key distribution in wireless sensor networks together with Computer network,
  • Mobile wireless sensor network which connect with Sensor node,
  • Wireless which connect with Network packet.

He most often published in these fields:

  • Distributed computing (26.40%)
  • Real-time computing (16.57%)
  • Cyber-physical system (16.01%)

What were the highlights of his more recent work (between 2018-2021)?

  • Cyber-physical system (16.01%)
  • Resilience (6.74%)
  • Computer security (11.80%)

In recent papers he was focusing on the following fields of study:

Xenofon Koutsoukos spends much of his time researching Cyber-physical system, Resilience, Computer security, Distributed computing and Artificial intelligence. The study incorporates disciplines such as Control system, Autoencoder, Control reconfiguration, Regression and Regression analysis in addition to Cyber-physical system. He interconnects Redundancy, Transactive energy, Heuristic and Electric power system in the investigation of issues within Computer security.

His Distributed computing study incorporates themes from Modeling and simulation, Smart grid, Edge computing, Cloud computing and Testbed. His research investigates the connection between Artificial intelligence and topics such as Machine learning that intersect with issues in Training set and Benchmark. His work in Anomaly detection addresses issues such as Detector, which are connected to fields such as Real-time computing.

Between 2018 and 2021, his most popular works were:

  • Safety Verification of Cyber-Physical Systems with Reinforcement Learning Control (23 citations)
  • Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems (13 citations)
  • A game-theoretic approach for power systems defense against dynamic cyber-attacks (12 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Computer network
  • Statistics

His primary areas of investigation include Computer security, Cyber-physical system, Distributed computing, Artificial intelligence and Electric power system. His research investigates the link between Computer security and topics such as Electricity that cross with problems in Generator and Control. His Cyber-physical system research incorporates themes from Control system, Artificial neural network, Reinforcement learning control, Human–computer interaction and Engineering design process.

His Control system research integrates issues from Anomaly detection, Constant false alarm rate, Support vector machine, Real-time computing and Robustness. His work on Distributed database as part of general Distributed computing study is frequently linked to Information processing, bridging the gap between disciplines. His research in Artificial intelligence focuses on subjects like Machine learning, which are connected to Regression.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation

Constantin F. Aliferis;Alexander Statnikov;Ioannis Tsamardinos;Subramani Mani.
Journal of Machine Learning Research (2010)

519 Citations

A survey on localization for mobile wireless sensor networks

Isaac Amundson;Xenofon D. Koutsoukos.
MELT'09 Proceedings of the 2nd international conference on Mobile entity localization and tracking in GPS-less environments (2009)

391 Citations

Supervisory control of hybrid systems

X.D. Koutsoukos;P.J. Antsaklis;J.A. Stiver;M.D. Lemmon.
Proceedings of the IEEE (2000)

386 Citations

Resilient Asymptotic Consensus in Robust Networks

H. J. LeBlanc;Haotian Zhang;X. Koutsoukos;S. Sundaram.
IEEE Journal on Selected Areas in Communications (2013)

380 Citations

Toward a Science of Cyber–Physical System Integration

J. Sztipanovits;X. Koutsoukos;G. Karsai;N. Kottenstette.
Proceedings of the IEEE (2012)

329 Citations

Monitoring and fault diagnosis of hybrid systems

Feng Zhao;X. Koutsoukos;H. Haussecker;J. Reich.
systems man and cybernetics (2005)

201 Citations

Tracking mobile nodes using RF Doppler shifts

Branislav Kusy;Akos Ledeczi;Xenofon Koutsoukos.
international conference on embedded networked sensor systems (2007)

199 Citations

Feedback utilization control in distributed real-time systems with end-to-end tasks

Chenyang Lu;Xiaorui Wang;X. Koutsoukos.
IEEE Transactions on Parallel and Distributed Systems (2005)

199 Citations

Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions

Constantin F. Aliferis;Alexander Statnikov;Ioannis Tsamardinos;Subramani Mani.
Journal of Machine Learning Research (2010)

172 Citations

On hybrid control of complex systems : a survey

P. Antsaklis;X. Koutsoukos;J. Zaytoon.
International Conference on the Automation of Mixed Processes (1998)

164 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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