Journals and book sections
K. Lakiotaki, Z. Papadovasilakis, V. Lagani, P. Charonyktakis, M. Tsagris, and I. Tsamardinos, “Automated machine learning analysis for Genome Wide Association Studies”, Bioinformatics, vol. 39, (9), 2023 [link]
I. Tsamardinos, P. Charonyktakis, G. Papoutsoglou, G. Borboudakis, K. Lakiotaki, J. C. Zenklusen, H. Juhl, E. Chatzaki, V. Lagani, “Just Add Data: Automated Predictive Modeling and BioSignature Discovery” npj Precision Oncology 6, (38) 2022 [link]
M. Tsagris, Z. Papadovasilakis, K. Lakiotaki, I. Tsamardinos: “The γ-OMP algorithm for feature selection with application to gene expression data”, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 19 (2) 2022 [link]
N. Malliaraki, K. Lakiotaki, R. Vamvoukaki, G. Notas, I. Tsamardinos, M. Kampa, E. Castanas, "Translating vitamin D transcriptomics to clinical evidence: Analysis of data in asthma and chronic obstructive pulmonary disease, followed by clinical data meta-analysis", The Journal of Steroid Biochemistry and Molecular Biology, vol. 197, pp. 1-14, (2020) [link]
K. Lakiotaki, G. Georgakopoulos, E. Castanas, O. Dimitri Røe, G. Borboudakis, I. Tsamardinos “A data driven approach reveals disease similarity on a molecular level”, npj Systems Biology and Applications, 5 (39), (2019) [link]
K. Lakiotaki, N. Vorniotakis, M. Tsagris, G. Georgakopoulos, I. Tsamardinos, "BioDataome: a collection of uniformly preprocessed and automatically annotated datasets for data-driven biology", Database, (2018) [link]
K. Lakiotaki, A. Kanterakis, E. Kartsaki, T. Katsila, G. P. Patrinos , G. Potamias, "Exploring public genomics data for population pharmacogenomics", PLoS ONE 12(8), (2017) [link]
K. Lakiotaki, E. Kartsaki, A. Kanterakis, T. Katsila, G. P. Patrinos , G. Potamias, "ePGA: A Web-Based Information System for Translational Pharmacogenomics", PLoS ONE 11(9), (2016) [link]
G. Potamias, K. Lakiotaki, T. Katsila, M. Michael Lee, S. Topouzis, D. N. Cooper, G. P. Patrinos, "Deciphering next-generation pharmacogenomics: An information technology perspective", Open Biology, 4: 140071, (2014) [link]
E. Krassadaki, K. Lakiotaki, N. Matsatsinis, "Adopting a strategy for enhancing generic skills in engineering education", Industry and Higher Education, 28 (3), 185-192 (2014) [link]
E. Krassadaki, K. Lakiotaki, N. Matsatsinis, "Students' behavior in peer assessment: A multi-criteria clustering approach", European Journal of Engineering Education, 39(3), (2014) [link]
R. Muhtaseb, K. Lakiotaki and N. Matsatsinis, “Applying a Multicriteria Satisfaction Analysis Approach based on User Preferences to Rank Usability Attributes in E-Tourism Websites”, Journal of Theoretical and Applied Electronic Commerce Research, 7(10), 28-48, (2012) [link]
K. Lakiotaki and N. Matsatsinis, “Analysing User Behaviour in Recommender Systems”, International Journal of Electronic Business, 10 (1), 1 – 19, (2012) [link]
K.Lakiotaki, N. F. Matsatsinis, and A.Tsoukiàs, “Multi-Criteria User Modeling in Recommender Systems”, IEEE Intelligent Systems. 26(2), 64-76, (2011) [link]
S. Tsafarakis, K. Lakiotaki and N. Matsatsinis, “Applications of MCDA in Marketing and e-Commerce”, Handbook of Multicriteria Analysis, C. Zopounidis, P. Pardalos Eds. Springer (Chapter 15), 2010 [link]
K. Lakiotaki, P. Delias, V. Sakkalis and N. F. Matsatsinis, “User Profiling based on Multi-criteria Analysis: The role of Utility Functions”, Operational Research: An International Journal, 9(1),3-16, (2009) [link]
Athanassia Athanassiou, Maria I. Lygeraki, Dario Pisignano, Kleanthi Lakiotaki, Maria Varda, Elisa Mele, Costas Fotakis, Roberto Cingolani, Spiros H. Anastasiadis, “Photocontrolled variations in the wetting capability of photochromic-polymers enhanced by surface nanostructuring”, Langmuir, 22(5), 2329-2333, (2006) [link]
A. Athanassiou, K. Lakiotaki, M. Kalyva, S. Georgiou, C. Fotakis, “Photoswitches operating upon ns pulsed laser irradiation”, Applied Surface Science, 248, 56–61, (2005) [link]
A. Athanassiou, M. Kalyva, K. Lakiotaki, S. Georgiou, C. Fotakis, “All-optical reversible actuation of Photochromic-Polymer Microsystems”, Advanced Materials, 17 (8), 988-992, (2005) [link]
A. Athanassiou, M. Kalyva, K. Lakiotaki, S.Georgiou, C. Fotakis “Laser controlled mechanical actuation of photochromic-polymer microsystems”, Reviews on Advanced Materials Science, 5, 245-251, (2003) [link]
A. Athanassiou, K. Lakiotaki, M. Kalyva, S. Georgiou, C. Fotakis, "Laser controlled molecular actuators", Laser Physics, 13 (4), 664–668, (2003) [link]
A. Athanassiou, K. Lakiotaki, V. Tornari, S. Georgiou, C. Fotakis, “Photocontrolled mechanical phenomena in photochromic doped polymeric systems”, Applied Physics. A, 76, 97–100, (2003) rapid communication. [link]
Refereed Conferences
K. Lakiotaki, E. Kartsaki, A. Kanterakis, T. Katsila, G. Patrinos, G. Potamias, "ePGA: an integrated electronic Pharmacogenomics Assistant for Personalized Medicine", 49th European Human Genetics Conference (ESHG), June 6-9, 2015, Glasgow, Scotland, United Kingdom
K. Lakiotaki, E. Kartsaki, A. Kanterakis, T. Katsila, G. P. Patrinos, G. Potamias,"Translating Pharmacogenomics for Personalised Medicine", 24th Meeting go the Population Approach Group in Europe (PAGE), June 2-5, 2015, Hersonissos, Crete, Greece
George Potamias, Kleanthi Lakiotaki, Evgenia Kartsaki, Alexandros Kanterakis,"Towards Predictive Pharmacogenomics Translation Services, "Workshop on Statistical Methods for Omics Data Integration and Analysis", November 10-12, 2014, Heraklion, Crete, Greece
K. Lakiotaki, E. Kartsaki, A. Kanterakis, G. P. Patrinos, G. Potamias, "Pharmacogenomics Profiles from 1,092 Human Genomes", Wellcome Trust conference "1000 Genomes Project and Beyond", 2014, 24-26 June, Churchill College, Cambridge, UK [poster]
K. Lakiotaki, G. P. Patrinos, G. Potamias, "Information Technology meets Pharmacogenomics: Design Specifications of an Integrated Personalized Pharmacogenomics Information System", IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI) 2014, June 1-4, Valencia, Spain [preliminary version]
K. Lakiotaki, A. Hliaoutakis, S. Koutsos, E. G.M. Petrakis, "Recommending Medical Documents by user profile", 13th IEEE International Conference on BioInformatics and BioEngineering, November 10-13, Chania, Crete, Greece [preliminary version]
K. Lakiotaki, A. Hliaoutakis, S. Koutsos, E. G.M. Petrakis, “Towards Personalized Medical Document Classification By Leveraging UMLS Semantic Network”, Lecture Notes in Computer Science, 7798, 93-104, (2013) HIS2013, March 25-27, London, UK [link]
K. Lakiotaki, A. Doulamis and N. Matsatsinis, “Memory-based dynamic user modelling”, 9th Special Conference of the Hellenic Operational Research Society (HELORS), Agios Nikolaos, Crete, Greece
K. Lakiotaki, N. F. Matsatsinis, “Analyzing User Modeling in a Multi-Criteria Movie Recommender System”, ACM Recommender Systems 2009, (1st International Workshop on Recommendation-based Industrial Applications) October 22-25, New York, USA.
K. Lakiotaki, S. Tsafarakis, N. F. Matsatsinis, “UTA-REC: A Recommender system based on Multiple Criteria Analysis”, ACM Recommender Systems 2008, October 23-25, Lausanne, Switcherland. [link]
S. Tsafarakis, K. Lakiotaki, A. Doulamis, N. F. Matsatsinis, “A probabilistic Choice Model for the Product Line Design Problem”, IEEE International Conference on Systems, Man and Cybernetics (SMC 2008), October 12-15, Singapore. [link]
N. F. Matsatsinis, K. Lakiotaki, P. Delias, “A System based on Multiple Criteria Analysis for Scientific Paper Recommendation”, 11th Panhellenic Conference on Informatics (PCI 2007), May 18-20, Patras, Greece. [link]
A. Athanassiou , K. Lakiotaki, M. Kalyva, S. Georgiou, C. Fotakis, "Photoswitches operating upon ns pulsed laser irradiation", 4-ICPEPA International Conference on Photo-Excited Processes and Applications, September 5-9, 2004, Lecce, Italy. [link]
A. Athanassiou, M. Kalyva, K. Lakiotaki, S.Georgiou, C. Fotakis “Optomechanical cycles of photochromic-polymer microsystems induced by laser irradiation”, in SPIE's International Symposium on Microtechnologies for the New Millennium, Smart Sensors, Actuators, and MEMS, Jung-Chih Chiao, Vijay K. Varadan, Carles Canι; Eds. 2003, Vol. 5116, 212-219, San Agustín, Gran Canaria, Spain. [link]
A. Athanassiou , M. Kalyva, K. Lakiotaki, S. Georgiou, C. Fotakis, "Laser controlled mechanical actuation of photochromic-polymer microsystems", Nanomaterials and Nanotechnologies, August 30-September 6, 2003, Crete, Greece. [link]
A. Athanassiou , K. Lakiotaki, M. Kalyva, S. Georgiou, C. Fotakis, "Laser controlled molecular actuators", 11th International Laser Physics Workshop 2002 (LPHYS'02), July 1-5, 2002 Bratislava, Slovakia. [link]
Scientific Magazines, Workshops, Summer Schools, Symposia
Kleanthi Lakiotaki, Evgenia Kartsaki, Alexandros Kanterakis, George P. Patrinos and George Potamias, "Towards a Pharmacogenomics Information System for Personalized Medicine", Golden Helix Summer School, September, 11-15, 2014, Aegina Island, Greece
Kleanthi Lakiotaki, Evgenia Kartsaki, Alexandros Kanterakis, George P. Patrinos and George Potamias, "A pharmacogenomics dashboard of 1000 genomes project populations", Golden Helix Summer School, September, 11-15, 2014, Aegina Island, Greece
G. Potamias, K. Lakiotaki, E. Kartsaki,A. Kanterakis, G. P. Patrinos, “Towards Electronic Pharmacogenomic Assistance and Translation Services”, 2nd Conference on Pharmaceutical Sciences, October, 9-11, 2014, Patras, Greece.
Vangelis Sakkalis and Kleanthi Lakiotaki, «Human behavior: Rational or irrational?;», The Economist (Kathimerini), No. 90, pp. 54-55, July, 28, 2011.
K. Lakiotaki and N. F. Matsatsinis, “Applying the aggregation-disaggregation approach to model user preferences in Recommender Systems: The role of the reference set”, EURO XXIV. 24th European Conference on Operational Research, July 11-14, Lisbon, Portugal.
Ν. Matsatsinis, P. Delias, K. Lakiotaki, E. Grigoroudis, “Multiple criteria recommendations for technology transfer facilitation”, 72nd meeting of the European Working Group “Multiple Criteria Decision Aiding”, October 7-9, 2010 in Paris, France. (discussion paper)
N.F. Matsatsinis, K. Lakiotaki, P. Delias, “Evaluating a web instructional tool for agro-tourism business management based on a multi-criteria methodology”, 68th MCDA Meeting of the EWG, October 2-3, 2008, Chania, Greece. (discussion paper)
K. Lakiotaki, N. F. Matsatsinis, “Learning Customer Profiles: Methodology and Implementation”, 67th meeting of the EWG on MCDA, April 3-5, 2008, Rovaniemi, Finland. (discussion paper)
N.F. Matsatsinis, K. Lakiotaki, P. Delias, “Clustering customers according to their preferences: The role of utility functions”, 66th Meeting of the EWG on MCDA, October 18-20, 2007, Marrakech, Morocco. (discussion paper)
S. H. Anastasiadis, M.I. Lygeraki, K. Lakiotaki, M. Varda, A. Athanassiou, M. Farsari, C. Fotakis, “Photoresponsive Polymer Surfaces”, “Bulletin of the American Physical Society”, 52, 1, March 5–9, 2007, Denver, Colorado.
A. Athanassiou, K. Lakiotaki, M. Kalyva, S. Georgiou, C. Fotakis, "Photochromic polymer microactuators exclusivelly driven by ns laser pulse", The 7th International Conference on Laser Ablation (COLA 2003), October 5-10, 2003, Hersonissos, Crete, Greece. (Poster)
A. Athanassiou, M.Kalyva, K.Lakiotaki, S.Georgiou, C.Fotakis "Fluorescence emission study of Spiropyran molecule doped in polymeric film", The 7th International Conference on Laser Ablation (COLA 2003), October 5-10, 2003, Hersonissos, Crete, Greece. (Poster).
K. Lakiotaki, A. Athanassiou, M. Kalyva, S. Georgiou, C. Fotakis, “Laser irradiation in molecular actuators”, 19th Panhellenic conference in Chemistry, Heraklion, Crete.
A. Athanassiou , K. Lakiotaki, M. Kalyva, S. Georgiou, C. Fotakis, "Laser controlled microactuators", Gordon Research Conferences: Laser Interactions With Materials , July 21-26, 2002, Proctor Academy, Andover, NH, USA. (poster)