Publications

Academic Publications

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2013

  1. Chatzidimitriou, Kyriakos C., Konstantinos N. Vavliakis, Andreas L. Symeonidis, and Pericles Mitkas. “Redefining the market power of small-scale electricity consumers through consumer social networks,” 2013.
  2. Chatzidimitriou, Kyriakos C., and Pericles A. Mitkas. “Adaptive reservoir computing through evolution and learning,” 2013. 103.

2012

  1. Chatzidimitriou, Kyriakos C. “Reinforcement learning and evolutionary computing mechanisms for autonomous agents,” 2012.
  2. Chatzidimitriou, Kyriakos C., Andreas L. Symeonidis, and Pericles A. Mitkas. “Policy search through adaptive function approximation for bidding in TAC SCM,” 2012.
  3. Chatzidimitriou, Kyriakos C., Antonios C. Chrysopoulos, Andreas L. Symeonidis, and Pericles A. Mitkas. “Enhancing agent intelligence through evolving reservoir networks for prediction in power stock markets,” 2012.

2011

  1. Chatzidimitriou, Kyriakos C., Ioannis Partalas, Pericles A. Mitkas, and Ioannis Vlahavas. “Transferring evolved reservoir features in reinforcement learning tasks,” 2011.
  2. Chatzidimitriou, Kyriakos C., Lampros C. Stavrogiannis, Andreas L. Symeonidis, and Pericles A. Mitkas. “An adaptive proportional value-per-click agent for bidding in ad auctions,” 2011.
  3. Tsapanos, Michalis, Kyriakos C. Chatzidimitriou, and Pericles A. Mitkas. “A zeroth-level classifier system for real time strategy games,” 2011.

2010

  1. Chatzidimitriou, Kyriakos C., and Pericles A. Mitkas. “A nEAT way for evolving echo state networks,” 2010.
  2. Chatzidimitriou, Kyriakos C., Fotis Psomopoulos, and Pericles A. Mitkas. “Grid-enabled parameter initialization for high performance machine learning tasks,” 2010.

2009

  1. Chatzidimitriou, Kyriakos C., and Andreas L. Symeonidis. “Data-mining-enhanced agents in dynamic supply-chain-management environments,” 2009. 24 (3).

2008

  1. Chatzidimitriou, Kyriakos C., Andreas L. Symeonidis, and Pericles A. Mitkas. “Data mining-driven analysis and decomposition in agent supply chain management networks,” 2008.
  2. Chatzidimitriou, Kyriakos C., Andreas L. Symeonidis, Ioannis Kontogounis, and Pericles A. Mitkas. “Agent mertacor: a robust design for dealing with uncertainty and variation in sCM environments,” 2008. 35 (3)http://dx.doi.org/10.1016/j.eswa.2007.07.050.
  3. Dimou, Christos, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, and Pericles A. Mitkas. “Creating and reusing metric graphs for evaluating agent performance in the supply chain management domain,” 2008.

2007

  1. Symeonidis, Andreas L., Kyriakos C. Chatzidimitriou, Ioannis N. Athanasiadis, and Pericles A. Mitkas. “Data mining for agent reasoning: a synergy for training intelligent agents,” 2007. 20 (8).
  2. Symeonidis, Andreas L., Kyriakos C. Chatzidimitriou, Dionysios Kehagias, and Pericles A. Mitkas. “A multi-agent infrastructure for enhancing eRP system intelligence,” 2007. 8 (1).

2006

  1. Chatzidimitriou, Kyriakos C., Charles W. Anderson, and Mark DeMaria. “Robust and interpretable statistical models for predicting the intensification of tropical cyclones,” 2006.
  2. Chatzidimitriou, Kyriakos C. “Robust and interpretable statistical models for predicting the intensification of tropical cyclones,” 2006.
  3. Kontogounnis, Ioannis, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, and Pericles A. Mitkas. “A robust agent design for dynamic sCM environments,” 2006.

2005

  1. Symeonidis, Andreas L., Kyriakos C. Chatzidimitriou, Dionisis Kehagias, and Pericles A. Mitkas. “An intelligent recommendation framework for eRP systems,” 2005.

2004

  1. Kehagias, Dionisis, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, and Pericles A. Mitkas. “Information agents cooperating with heterogenous data sources for customer-order management,” 2004. http://doi.acm.org/10.1145/967900.967915.

2003

  1. Chatzidimitriou, Kyriakos C. Design and implemention of a multi-agent system for managing the supply chain, 2003.