Publications

In this web page you will find recent publications (last five years) from faculty members of the laboratory.

For a detailed list of publications follow the links below:

Publications by Panagiotis Adamidis
Publications by Demosthenis Stamatis
Publications by Konstantinos Diamantaras
Publications by Mike Salampasis
Publications by Konstantinos Goulianas

Journal publications

Giatsoglou, M. Vozalis, K. I. Diamantaras, A. Vakali, G. Sarigiannidis, K. Ch. Chatzisavvas, Sentiment Analysis Leveraging Emotions and Word Embeddings, Expert Systems with Applications, vol. 69, pp. 214-224, Elsevier, March 2017

A. Papakostas, K. I. Diamantaras, Th. Papadimitriou, Parallel Pattern Classification Utilizing CPU Based Kernelized Slackmin Algorithm, Journal of Parallel and Distributed Computing, vol. 99, pp. 90-99, Elsevier, January 2017

Yu, K. I. Diamantaras, T. McKelvey, S. Y. Kung, CLAss-specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification, IEEE Transactions on Neural Networks and Learning Systems, published online 7 Dec, 2016, DOI:10.1109/TNNLS.2016.2619399

Bacon L., MacKinnon L., Anderson M., Hansson B., Fox A., Cecowski. M, Hjeltnes T.A., Stamatis D., Addressing retention and completion in MOOCs – a student-centric design approach, Proceedings of E-LEARN 2015 – World Conference on E-Learning, Kona, Hawaii, October, 2015

Goulianas, A. Margaris, I. Refanidis, K. I. Diamantaras, An Adaptive Learning Rate Backpropagation-type Neural Network for Solving n×n Systems of Non Linear Algebraic Equations, Mathematical Methods in the Applied Sciences, doi: 10.1002/mma.3715, Wiley, 2015

Giahanou A., Michail Salampasis, G. Paltoglou and . Multilayer Source Selection as a Tool for Supporting Patent Search and Classification. Information Retrieval Journal 18(6): 559-585, 2015

Plakandaras, Th. Papadimitriou, P. Gogas, K. I. Diamantaras, Market Sentiment and Exchange Rate Directional Forecasting, Algorithmic Finance, vol. 4, no. 1-2, DOI: 10.3233/AF-150044, 2015

Vafeiadis, K. I. Diamantaras, G. Sarigiannidis, K. Ch. Chatzisavvas, A Comparison of Machine Learning Techniques for Customer Churn Prediction, Simulation Modelling Practice and Theory, vol. 55, pp. 1-9, doi:10.1016/j.simpat.2015.03.003, Elsevier, 2015

Stamatis D., Hansson B., Hjeltnes T.A., MacKinnon L., A Distributed Concurrent Design based e-Learning approach to Entrepreneurship Education, Proceedings of the 8th International Conference for Entrepreneurship, Innovation and Regional Development (ICEIRD), Sheffield, UK, June 2015

Michail Salampasis & Allan Hanbury. PerFedPat: An Integrated Federated System for Patent Search. Accepted for publication in World Patent Information, Elsevier, 2014

Michail Salampasis, Yannis Tzitzikas. Report on the 3rd MUMIA Training School on Information Retrieval and Interactive Information Access, July 21-25, 2014, FORTH, Heraklion, Crete, Greece. SIGIR Forum 48(2): 111-115, 2014

Chatzara K., Karagiannidis C., Stamatis D., Cognitive support embedded in self-regulated e-learning systems for students with special learning needs, Journal of Education and Information Technologies Vol. 19, No.1, March 2014

Kotti, K. I. Diamantaras, Efficient Binary Classification Through Energy Minimisation of Slack Variables, Neurocomputing, Elsevier, DOI: 10.1016/j.neucom.2014.07.013, 2014

Michail Salampasis, G. Paltoglou and A. Giahanou. Using Social Media for Continuous Monitoring and Mining of Consumer Behaviour. International Journal of Electronic Business, 2013

I. Diamantaras, G. Vranou, Th. Papadimitriou, Multi-Input Single-Output Nonlinear Blind Separation of Binary Sources, IEEE Trans. Signal Processing, vol. 61, no. 11, pp. 2866-2873, June 2013

Margaris, K. Goulianas, K. I. Diamantaras, Th. Papadimitriou, Estimating 2-cycle Fixed Points of Henon Map Using Backpropagation Neural Networks, Mathematical Methods in the Applied Sciences, vol. 38, no. 2, pp. 263-273, John Wiley, doi: 10.1002/mma.3064, 2015, Article first published online: 27 Dec. 2013

Michail Salampasis, Dimitris Tektonidis, Eleni Kalogianni. TraceALL: A Semantic Web Framework for Food Traceability Systems. J. Systems and IT 14(4), 2012

Editor work

Mihai Lupu, Michail Salampasis, Norbert Fuhr, Allan Hanbury,Birger Larsen, Henrik Strindberg (Eds.). 1st workshop on Integrating IR Technologies, Moscow, Russia, March 23, 2013, Proceedings CEUR Vol-968, 2013

Michail Salampasis, Alexandros Theodoridis (Eds.). Proceedings of the 6th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2013), Corfu Island, Greece, Elsevier Procedia Technology Series, September 19-22, 2013

Michail Salampasis, Birger Larsen (Eds.). Multidisciplinary Information Retrieval, 5th International Retrieval Facility Conference IRFC 2012, Vienna, Austria, July 2-3, 2012, Proceedings LNCS 7356, 2012

Book Chapters

Michail Salampasis. Federated Patent Search. To appear as book chapter in Current Challenges in Patent Information Retrieval, the Information Retrieval series, 978-3-662-53817-3, Springer, 2017

Thomas Beckers, Sebastian Dungs, Norbert Fuhr, Matthias Jordan, Georgios Kontokotsios, Sascha Kriewel, Yiannis Paraskeuopoulos and Michail Salampasis. ezDL: An Interactive IR Framework, Search Tool, and Evaluation System. To appear in the Springer LNCS series book on “Professional Search in the Modern World”, 2014

Mihai Lupu, Michail Salampasis, and Allan Hanbury. Domain Specic Search. To appear in the Springer LNCS series book on “Professional Search in the Modern World”, 2014.

Conference publications

Michail Salampasis, Giachanou, A., Allan Hanbury. An Evaluation of an Interactive Federated Patent Search System. D. Lamas et al. (Eds.): IRFC 2014, LNCS 8849, pp. 120–131. Springer, 2014

Giachanou, A., Salampasis Michail. IPC Selection Using Collection Selection Algorithms. Lamas et al. (Eds.): IRFC 2014, LNCS 8849, pp. 41–52. Springer, 2014

Giachanou, A., Salampasis, M., Satratzemi, M. & Samaras, N. 2014. A User-Centered Evaluation of a Web Based Patent Classification Tool. In proceedings of the MindTheGap’14 workshop, Berlin, Germany, 4-7 March 2014

Michail Salampasis, Norbert Fuhr, Allan Hanbury, Mihai Lupu, Birger Larsen, and Henrik Strindberg. Integrating IR Technologies for Professional Search. In P. Serdyukov et al. (Eds.): ECIR 2013, LNCS 7814, pp. 883–886, 2013

Anastasia Giahanou, Michail Salampasis and Georgios Paltoglou. Multilayer Collection Selection and Search of Topically Organized Patents. In proceedings of the Integrating IR Technologies for Professional Search (in conjuction with ECIR 2013), Moscow, Russia, 2013

Pavlos Fafalios, Michail Salampasis and Yannis Tzitzikas. Exploratory Patent Search with Faceted Search and Configurable Entity Mining. In proceedings of the Integrating IR Technologies for Professional Search (in conjuction with ECIR 2013), Moscow, Russia, 2013

Michail Salampasis & Allan Hanbury. A generalized framework for Integrated Professional Search Systems. In proceedings of the the 6th Information Retrieval Facility Conference 2013, Limassol, Cyprus, 7th – 9th October 2013

Theodoros Latzos, George Koykoyris and Michail Salampasis. FarmManager: an Android application for the management of small farms. In proceedings of the 6th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2013), orfu Island, Greece, 19-22 September, 2013

Giachanou, A., Salampasis, M., Satratzemi, M. & Samaras, N. Report on the CLEF-IP 2013 Experiments: Multilayer Collection Selection on Topically Organized Patents. In proceedings of the CLEF-IP 2013 workshop, Valencia, Spain, 23-26 September 2013

Michail Salampasis and Alexandros Theodoridis. Information and Communication Technology in Agricultural Development. In Proceedings of the 6th International Conference on Information and Communication Technologies in Agriculture, Food and Environment (HAICTA 2013), Elsevier Procedia Technology Series, 2013

Michail Salampasis. Rethinking the Search Experience: What professional search systems could do better? In proceedings of the 7th Metadata and Semantics Research Conference (MTSR 2013 ), Thessaloniki, Greece, 19-22 November 2013

Pavlos Fafalios, Ioannis Kitsos, Yannis Marketakis, Claudio Baldassarre and Michail Salampasis, et al. Web Searching with Entity Mining at Query Time. Lecture Notes in Computer Science, Volume 7356, Multidisciplinary Information Retrieval, Pages 73-88, 2012

Michail Salampasis, Georgios Paltoglou, Anastasia Giahanou: Report on the CLEF-IP 2012 Experiments: Search of Topically Organized Patents. CLEF (Online Working Notes/Labs/Workshop) 2012

Chatzara K., Karagiannidis C., Stamatis D., Structural Learning through Digital Learning Storytelling for people with autism, In proceedings of 8th Pan-Hellenic Conference with International Participation “ICT in Education” (HCICTE 2012), Volos, Greece, September 2012