Publications

My Publish or Perish statistics and my publications

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Publications

In reverse chronological order

conference Conference, Symposium, Workshop etc.

journal Journal, Magazine

thesis Dissertation, Thesis

book Book

other Pre-prints, without proceedings, no peer-reviewed

2018

conference Anastasios Dimanidis, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis: A Natural Language Driven Approach for Automated Web API Development, 2018, WWW '18 Companion: The 2018 Web Conference Companion [PDF] [Code] [DOI: 10.1145/3184558.3191654]

Accepted for presentation in the 9th International Workshop on Web APIs and Service Architecture (WS-REST 2018). Published in WWW2018 Proceedings © 2018 International World Wide Web Conference Committee, published under Creative Commons CC BY 4.0 License.

conference Kyriakos C. Chatzidimitriou, Michail Papamichail, Themistoklis Diamantopoulos, Michail Tsapanos, Andreas L. Symeonidis: npm-miner: An Infrastructure for Measuring the Quality of the npm Registry, 2018, MSR '18: 15th International Conference on Mining Software Repositories [PDF] [Dataset] [Code] [Slides] [DOI: 10.1145/3196398.3196465]
other Georgios Papoudakis, Kyriakos C. Chatzidimitriou, Pericles A. Mitkas: Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks, 2018, arxiv [PDF]
journal Christoforos Zolotas, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis: RESTsec: a low-code platform for generating secure by design enterprise services, 2018, Enterprise Information Systems [DOI: 10.1080/17517575.2018.1462403]
conference Eleni Nisioti, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis: Predicting hyperparameters from meta-features in binary classification problems, 2018, AutoML 2018: International Workshop on Automatic Machine Learning, collocated with the Federated AI Meeting (ICML, IJCAI, AMAS, and ICCBR) [PDF] [Code] [Slides]

Acceptance rate: 39 out of 65 submissions (=60%)

book Kyriakos C. Chatzidimitriou, Themistoklis Diamantopoulos, Michail Papamichail, Andreas L. Symeonidis: Practical Machine Learning in R, 2018

2017

journal Christoforos Zolotas, Themistoklis Diamantopoulos, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis: From requirements to source code: a Model-Driven Engineering approach for RESTful web services, 2017, Automated Software Engineering, 24(4), pp. 791-738 [PDF] [Code] [DOI: 10.1007/s10515-016-0206-x]
journal Miltiadis G. Siavvas, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis: QATCH - An adaptive framework for software product quality assessment, 2017, Expert Systems with Applications, 86, pp. 350-366 [PDF] [Code] [DOI: 10.1016/j.eswa.2017.05.060]

Access the application by navigating to: http://issel.ee.auth.gr/qatch

2016

other Kyriakos C. Chatzidimitriou, Konstantinos Vavliakis, Andreas L. Symeonidis, Pericles .A. Mitkas: Towards defining the structural properties of efficient consumer social networks on the electricity grid, 2016, SETN workshop on AI for the Smart Grid (AI4SG) [PDF]

2015

conference Konstantinos N. Vavliakis, Anthony C. Chrysopoulos, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Pericles A. Mitkas: CASSANDRA: a simulation-based, decision-support tool for energy market stakeholders, 2015, SimuTools 2015, pp. 155-164 [PDF] [Code] [DOI: 10.4108/eai.24-8-2015.2261086]

Copyright © 2015 K. Vavliakis et al., licensed to EAI. This is an open access article distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which permits unlimited use, distribution and reproduction in any medium so long as the original work is properly cited.

2013

conference Kyriakos C. Chatzidimitriou, Konstantinos N. Vavliakis, Andreas L. Symeonidis, Pericles A. Mitkas: Redefining the Market Power of Small-Scale Electricity Consumers through Consumer Social Networks, 2013, ICEBE 2013, pp. 25-31 [DOI: 10.1109/ICEBE.2013.4]
journal Kyriakos C. Chatzidimitriou, Pericles A. Mitkas: Adaptive reservoir computing through evolution and learning, 2013, Neurocomputing, 103, pp. 198-209 [Code] [DOI: 10.1016/j.neucom.2012.09.022]

2012

conference Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Pericles A. Mitkas: Policy Search through Adaptive Function Approximation for Bidding in TAC SCM, 2012, AMEC/TADA 2012, pp. 16-29 [DOI: 10.1007/978-3-642-40864-9_2]
thesis Kyriakos C. Chatzidimitriou: Reinforcement learning and evolutionary computing mechanisms for autonomous agents, 2012 [PDF]

My PhD dissertation (in Greek)

2011

conference Michalis T. Tsapanos, Kyriakos C. Chatzidimitriou, Pericles A. Mitkas: Zeroth-Level Classifier System for Real Time Strategy Games, 2011, IAT 2011, pp. 244-247 [DOI: 10.1109/WI-IAT.2011.177]
conference Kyriakos C. Chatzidimitriou, Ioannis Partalas, Pericles A. Mitkas, Ioannis P. Vlahavas: Transferring Evolved Reservoir Features in Reinforcement Learning Tasks, 2011, European Workshop on Reinforcement Learning (EWRL) 2011, pp. 213-224 [DOI: 10.1007/978-3-642-29946-9_22]
conference Kyriakos C. Chatzidimitriou, Lampros C. Stavrogiannis, Andreas L. Symeonidis, Pericles A. Mitkas: An Adaptive Proportional Value-per-Click Agent for Bidding in Ad Auctions, 2011, AMEC/TADA 2011, pp. 15-27 [DOI: 10.1007/978-3-642-34889-1_2]
conference Kyriakos C. Chatzidimitriou, Anthony C. Chrysopoulos, Andreas L. Symeonidis, Pericles A. Mitkas: Enhancing Agent Intelligence through Evolving Reservoir Networks for Predictions in Power Stock Markets, 2011, ADMI 2011, pp. 228-247 [DOI: 10.1007/978-3-642-27609-5_15]

2010

conference Kyriakos C. Chatzidimitriou, Pericles A. Mitkas: A NEAT Way for Evolving Echo State Networks, 2010, European Conference on Artificial Intelligence (ECAI) 2010, pp. 909-914 [DOI: 10.3233/978-1-60750-606-5-909]
other Kyriakos C. Chatzidimitriou, Fotis E. Psomopoulos, Pericles A. Mitkas: Grid-enabled parameter initialization for high performance machine learning tasks, 2010, 5th EGEE User Forum [PDF]

2009

journal Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis: Data-Mining-Enhanced Agents in Dynamic Supply-Chain-Management Environments, 2009, IEEE Intelligent Systems, 24(3), pp. 54-63 [DOI: 10.1109/MIS.2009.51]

2008

conference Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Pericles A. Mitkas: Data Mining-Driven Analysis and Decomposition in Agent Supply Chain Management Networks, 2008, Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on(WI-IAT), pp. 558-561 [DOI: 10.1109/WIIAT.2008.395]
journal Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Ioannis Kontogounis, Pericles A. Mitkas: Agent Mertacor: A robust design for dealing with uncertainty and variation in SCM environments, 2008, Expert Systems with Applications, 35(3), pp. 591-603 [DOI: 10.1016/j.eswa.2007.07.050]
conference Christos Dimou, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Pericles A. Mitkas: Creating and Reusing Metric Graphs for Evaluating Agent Performance in the Supply Chain Management domain, 2008, 1st Workshop on Knowledge Reuse 2008 (KREUSE2008) of the 10th International Conference on Software Reuse [PDF]

2007

journal Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Ioannis N. Athanasiadis, Pericles A. Mitkas: Data mining for agent reasoning: A synergy for training intelligent agents, 2007, Engineering Applications of Artificial Intelligence, 20(8), pp. 1097-1111 [DOI: 10.1016/j.engappai.2007.02.009]
journal Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Dionysios D. Kehagias, Pericles A. Mitkas: A Multi-agent Infrastructure for Enhancing ERP system Intelligence, 2007, Scalable Computing: Practice and Experience, 8(1) [PDF]

2006

conference Kyriakos C. Chatzidimitriou, Charles W. Anderson, Mark DeMaria: Robust and Interpretable Statistical Models for Predicting the Intensification of Tropical Cyclones, 2006, 27th Conference on Hurricanes and Tropical Meteorology [PDF]
conference Ioannis Kontogounis, Kyriakos C. Chatzidimitriou, Andreas L. Symeonidis, Pericles A. Mitkas: A robust agent design for dynamic SCM environments, 2006, Hellenic Conference on Artificial Intelligence, pp. 127-136
thesis Kyriakos C. Chatzidimitriou: Robust and Interpretable Statistical Models for Predicting the Intensification of Tropical Cyclones, 2006 [PDF]

Master Thesis, Department of Computer Science, Colorado State University

2005

conference Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Dionysis D. Kehagias, Pericles A. Mitkas: An Intelligent Recommendation Framework for ERP Systems, 2005, Artificial Intelligence and Applications

2004

conference Dionisis D. Kehagias, Andreas L. Symeonidis, Kyriakos C. Chatzidimitriou, Pericles A. Mitkas: Information agents cooperating with heterogenous data sources for customer-order management, 2004, Proceedings of the 2004 ACM symposium on Applied computing (SAC 2004), pp. 52-57 [PDF] [DOI: 10.1145/967900.967915]