Gerasimos Marketos

Theses

G. Marketos: "Data Warehousing & Mining Techniques for Moving Object Databases". PhD Thesis, University of Piraeus, 2009.

G. Marketos: "Intelligent stock market assistant using temporal data mining". MSc Thesis, UMIST, 2004.

G. Marketos: "Developing a virtual patient record system using workflow and web services technologies". BSc Thesis, University of Piraeus, 2003.

 

Journals

N. Pelekis, G. Andrienko, N. Andrienko, I. Kopanakis, G. Marketos, Y. Theodoridis: "Visually Exploring Movement Data via Similarity-based Analysis". Journal of Intelligent Information Systems (JIIS), 38(2):343-391, 2012

A. Raffaeta, L. Leonardi, G. Marketos, G. Andrienko, N. Andrienko, E. Frentzos, N. Giatrakos, S. Orlando, N. Pelekis, A. Roncato, C. Silvestri: "Visual Mobility Analysis using T-Warehouse". International Journal of Data Warehousing and Mining (IJDWM), 7(1), 2011.

I. Ntoutsi, N. Mitsou, G. Marketos: "Traffic mining in a road-network: How does the traffic flow?". International Journal of Business Intelligence and Data Mining (IJBIDM), special issue on "KDD for Decision Making and Optimization", 3(1), 2008.

G. Marketos, Y. Theodoridis, I. Kalogeras: "Seismological Data Warehousing and Mining – A survey". International Journal of Data Warehousing and Mining (IJDWM), 4(1):1-16, 2008. Also appears a) as Chapter 8.19 in Data Warehousing and Mining: concepts, methodologies, tools and applications. J. Wang (ed), IGI Global, 2008, b) as Chapter XIX in Selected Readings on Database Technologies and Applications. T. Halpin (ed), IGI Global, 2009, c) as Chapter 2 in Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, D. Taniar and L.I. Rusu (eds), IGI Global, 2009.

 

Chapters in Books

N. Pelekis, A. Raffaeta, M.L. Damiani, C. Vangenot, G. Marketos, E. Frentzos, I Ntoutsi, Y. Theodoridis: “Towards Trajectory Data Warehouses”. In F. Giannotti and D. Pedreschi (eds), Mobility, Data Mining and Privacy, Geographic Knowledge Discovery. Springer, 2007.

E. Kotsifakos, G. Marketos, Y. Theodoridis: "A framework for integrating ontologies and pattern-bases". In Nigro, H.O., Cisaro, S.G. and Xodo, D. (eds), Data Mining with Ontologies: Implementations, Findings, and Frameworks. Idea Group Inc., Hershey, 2007.

G. Marketos, Y. Theodoridis: "Seismic data management and mining systems – An overview". Volume of essays in honour of Professor Antonios C. Panayotopoulos, 2006.

 

Conferences

G. Marketos, Y. Theodoridis: "Ad-hoc OLAP on Trajectory Data". Proc. 11th International Conference on Mobile Data Management (MDM'10), Kansas City, Missouri, USA, May 2010.

L. Leonardi, G. Marketos, E. Frentzos, N. Giatrakos, S. Orlando, N. Pelekis, A. Raffaetà, A. Roncato, C. Silvestri, Y. Theodoridis: "T-Warehouse: Visual OLAP Analysis on Trajectory Data". Proc. 26th International Conference on Data Engineering (ICDE'10), Los Angeles, USA, March 2010.

G. Marketos, Y. Theodoridis: "Mobility Data Warehousing and Mining". Proc. 35th International Conference on Very Large Data Bases PhD Workshop (VLDB'09), Lyon, France, August 2009.

S. Mantadakis, G. Marketos, Y. Theodoridis: "Analysis and Visualization of Moving Object Trajectories - The Trajectory Surfer Tool". Proc. 5th Panhellenic Conference HellasGIs (HGIS'08), Athens, Greece, December 2008.

G. Marketos, E. Frentzos, N. Giatrakos, I Ntoutsi, N. Pelekis, A. Raffaeta, Y. Theodoridis: "A Framework for Trajectory Data Warehousing". Proc. 7th Hellenic Data Management Symposium (HDMS'08), Heraklion, Greece, July 2008.

E. Fanara, G. Marketos, N. Pelekis, Y. Theodoridis: "Analyzing Polls and News Headlines Using Business Intelligence Techniques". Proc. 20th National Conference of Hellenic Operational Research Society (EEEE'08), Spetses, Greece, June 2008.

G. Marketos, E. Frentzos, I Ntoutsi, N. Pelekis, A. Raffaeta, Y. Theodoridis: "Building Real World Trajectory Warehouses". Proc. 7th International ACM SIGMOD Workshop on Data Engineering for Wireless and Mobile Access (MobiDE'08), Vancouver, Canada, June 2008.

I. Ntoutsi, N. Mitsou, G. Marketos: "Traffic mining in a road-network: How does the traffic flow?". Data Mining and Knowledge Discovery Stream, in EURO XXII - 2007 European Conference on Operational Research (EURO'07), Prague, Czech Republic, July 2007.

N. Tsotsolas, Y. Siskos, G. Marketos: "Improving the Quality of Customer Satisfaction Measurements of MUSA Method using Clustering Data Mining Techniques". Data Mining and Knowledge Discovery Stream, in EURO XXII European Conference on Operational Research (EURO'07), Prague, Czech Republic, July 2007.

N. Pelekis, I. Kopanakis, G. Marketos, I. Ntoutsi, G. Andrienko, Y. Theodoridis: "Similarity Search in Trajectory Databases". Proc. 14th International Symposium on Temporal Representation and Reasoning (TIME'07), Alicante, Spain, June 2007.

G. Marketos, E. Kotsifakos, Y. Theodoridis. "Rethinking Decision Making: Measuring and Managing Performance". Proc. Pan-Hellenic Conference on New Technologies and Marketing (NTMarketing'07), Ierapetra, Greece, May 2007.

N. Pelekis, I. Kopanakis, I. Ntoutsi, G. Marketos, Y. Theodoridis: "Mining Trajectory Databases via a Suite of Distance Operators". Proc. IEEE ICDE workshop on Spatio-Temporal Data Mining (STDM'07), Istanbul, Turkey, April 2007.

G. Marketos, Y. Theodoridis: "Measuring Performance in the retail industry". Proc. Workshop on Business Process Intelligence (BPI'06), Vienna, Austria, September 2006.

G. Marketos, K. Pediaditakis, Y. Theodoridis, B. Theodoulidis: "Intelligent Stock Market Assistant using Temporal Data Mining". Proc. 10th Panhellenic Conference in Informatics (PCI'05), Volos, Greece, November 2005.

Y. Theodoridis, G. Marketos, I. Kalogeras: "Collecting and Mining Seismic Data in Greek Territory - The Seismo-Surfer Tool". Proc. 7th Panhellenic Geographical Conference of the Hellenic Geographical Association (HGA'04), Mytilene, Greece, October 2004.

I. Kalogeras, G. Marketos, Y. Theodoridis: “A Tool for Collecting, Querying, and Mining Macroseismic Data”. Proc. 10th International Congress of the Geological Society of Greece (GSG'04), Thessaloniki, Greece, April 2004. Also, in Bulletin of the Geological Society of Greece, vol. XXXVI, 2004.

 

Professional

K. Flokos, G. Marketos: “Intelligent Business Processes: Rediscovering SOA”. Retail Technology magazine, February 2009.

G. Marketos, G. Krasadakis: “Completing the Customer Picture: Customer Satisfaction and Complaint Management”. Retail Technology magazine, August-September 2007.

G. Marketos: “Data mining and BI techniques for optimizing campaigns”. Presentation in CRMForum, March 2007.

G. Marketos: “Business Performance Management. Extending BI”. CRMForum, February 2007.