InteLLigence

Research on Multimedia, Medical and Web Information Systems

Description

Information systems technology with emphasis on the management (processing, information extraction, dissemination and retrieval) of complex information. As such, a database is not only considered from a standalone perspective; its strength lies in its potential association with other technological approaches e.g., web, content-based approaches.

Related Publications

Thermolia C., Bei K., Petrakis E., Kritsotakis V., Tsiknakis M., Sakkalis V.: Designing A Patient Monitoring System for Bipolar Disorder Using Semantic Web Technologies, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Milan, Italy, August 25-29, 2015.

Publication Type: Conference Publications [abstract] [file]

Thermolia C., Bei K., Sotiriadis S., Stravoskoufos K., Petrakis E.: Designing A Patient Monitoring System Using Cloud And Semantic Web Technologies, 17th International Conference on Brain and Health Informatics (ICBHI 2015), London, UK, May 25-26 2015 (presentation).

Publication Type: Conference Publications [abstract] [file]

Andrianakis S.: Data Integration Approaches for Supporting Retrieval of Medical Information in the Web, Master's Thesis, Department of Electronic and Computer Engineering, Technical University of Crete, January 2015.(Technical Report TR-TUC-ISL-01-2015)

Publication Type: Technical Reports [abstract] [file]

Thermolia C., Bei K., Petrakis E.: Prediction of the Evolution of Bipolar Depression using Semantic Web Technologies, 5th International Conference on Information, Intelligence, Systems and Applications (IISA 2014), Chania, Crete, Greece, July 7-9 2014.

Publication Type: Conference Publications [abstract] [file]

Thermolia C., Bei K., Petrakis E.: TeleCare of Mental Disorders by Applying Semantic Web Technology, IEEE 13th International Conference on Bioinformatics and Bioengineering, (BIBE 2013), November, 10-13, 2013, Chania, Crete.

Publication Type: Conference Publications [abstract] [file]

Karanasiou G., Sakellarios A., Tripoliti E., Petrakis E., Zervakis M., Migliavacca F., Dubini G., Dordoni E., Michalis L., Fotiadis D.: Modeling stent deployment in realistic arterial segment geometries: the effect of the plaque composition, IEEE 13th International Conference on Bioinformatics and Bioengineering, (BIBE 2013), November, 10-13, 2013, Chania, Crete.

Publication Type: Conference Publications [abstract] [file]

Lakiotaki K., Chliaoutakis A., Koutsos S., Petrakis E.: Recommending medical documents by user profile, IEEE 13th International Conference on Bioinformatics and Bioengineering, (BIBE 2013), November, 10-13, 2013, Chania, Crete.

Publication Type: Conference Publications [abstract] [file]

Tripoliti E., Pappas I., Petrakis E., Sans J.: Crafting Vascular Medicine Training Scenarios: The RT3S Authoring Tool, IEEE 13th International Conference on Bioinformatics and Bioengineering, (BIBE 2013), November, 10-13, 2013, Chania, Crete.

Publication Type: Conference Publications [abstract] [file]

Tripoliti E., Pappas I., Petrakis E., Sans J.: E-Learning Templates for Peripheral Vascular Stenting, 15th International Conference on E-Health Networking Applications and Services, October 9-12, 2013, Lisbon, Portugal.

Publication Type: Conference Publications [abstract] [file]

Peraki R., Petrakis E., Chliaoutakis A.: An Information Retrieval System for Expert and Consumer Users, IEEE 12th International Conference on Bioinformatics and Bioengineering, (BIBE 2012), November 11-13, 2012, Larnaca, Cyprus.

Publication Type: Conference Publications [abstract] [file]

Tripoliti E., Sakellarios A., Peroulis M., Petrakis E., Berends J., Tinsson E.: Training Scenarios for Vascular Surgeons of Peripheral Arteries, Modeling of Patient Safety Workshop, VPH2012 Conference, Sept. 18-20, London, UK (short paper)(presentation)

Publication Type: Conference Publications [abstract] [file]

Tripoliti E., Sakellarios A., Peroulis M., Petrakis E., Zervakis M.: Real-Time Simulation for Safer Vascular Stenting – The Training Application, 34th Annual International Conference of the IEEE in Medicine and Biology Society (EMBC'2012), San Diego, California, August 28 - September 1, 2012.)(presentation)

Publication Type: Conference Publications [abstract] [file]

Tripoliti E., Sakellarios A., Peroulis M., Petrakis E.: The Vascular Training Medicine Application, 26th International Congress and Exhibition, Computer Assisted Radiology and Surgery (CARS'2012), June 27-30, 2012, Pisa, Italy.

Publication Type: Conference Publications [abstract] [file]

Petrakis E., Chliaoutakis A.: Automatic Document Categorization by User Profile in Medline, 15th International Symposium on Health Information Management Research (ISHIMR'2011), 8-9 September, 2011, in Zurich, Switzerland.

Publication Type: Conference Publications [abstract] [file]

Koletsis P., Petrakis E.: SIA: Semantic Image Annotation using Ontologies and Image Content Analysis, 7th Intern. Conference on Image Analysis and Recognition (ICIAR' 2010), Povoa de Varzim, Portugal, June 21-23, 2010.

Publication Type: Conference Publications [abstract] [file]

Hurdakis N., Argyriou M., Petrakis E., Milios E.: Hierarchical Clustering in Medical Document Collections: the BIC-Means Method, Journal of Digital Information Management (JDIM), Vol. 8, No. 2, pp. 71-77, April. 2010

Publication Type: Journal Publications [abstract] [file]

Chliaoutakis A.: Automatic Term Indexing in Medical Text Corpora and its Applications to Consumer Health Information Systems, Master's thesis, Department of Electronic and Computer Engineering, Technical University of Crete, Greece, December 2009. (Technical Report TR-TUC-ISL-05-2009)

Publication Type: Technical Reports [abstract] [file]

Batsakis S., Petrakis E., Milios E.: Improving the Performance of Focused Web Crawlers, Data & Knowledge Engineering (DKE) Journal, Vol. 68, No. 10, October 2009, pp. 1001-1013, 2009.

Publication Type: Journal Publications [abstract] [file]

Koletsis P.: SIA: Semantic Image Annotation using Ontologies and Image Content Analysis, Diploma in Electronic and Computer Engineering, Department of Electronic and Computer Engineering, Technical University of Crete, Greece, June 2009. (Technical Report TR-TUC-ISL-03-2009)

Publication Type: Technical Reports [abstract] [file]

Petrakis E.: Intelligent Search for Image Information on the Web through Text and Link Structure Analysis, Multimodal Processing and Interaction: Audio, Video, Text, Springer Verlag, Petros Maragos, Alexandros Potamianos and Patrick Gros (editors), 2008.

Publication Type: Book Chapters [abstract] [file]

Baratis E., Petrakis E., Milios E.: Automatic Web Site Summarization by Image Content: A Case Study with Logo and Trademark Images, IEEE Transactions on Knowledge and Data Engineering, Vol. 20, No. 7, September 2008, pp. 1195-1204.

Publication Type: Journal Publications [abstract] [file]

Siskos D.: Ontology - Based Information Retrieval in Medical Document Collections, Diploma Thesis, Department of Electronic and Computer Engineering, Technical University of Crete, Greece, July 2008. (Technical Report TR-TUC-ISL-04-2008)

Publication Type: Technical Reports [abstract] [file]

Chu A., Ahn H., Halwan B., Kalmin B., Artifon E., Barkun A., Lagoudakis M., Kumar A.: A Decision Support System to Facilitate Management of Patients with Acute Gastrointestinal Bleeding, Artificial Intelligence in Medicine (AIIM), 42, 2008, pp. 247-259. [doi link]

Publication Type: Journal Publications [abstract] [link]

Petrakis E., Voutsakis E., Milios E.: Searching for Logo and Trademark Images on the Web, ACM International Conference on Image and Video Retrieval (CIVR 2007), July 9-11 2007, Amsterdam, The Netherlands.

Publication Type: Conference Publications [abstract] [file]

Chliaoutakis A., Zervanou K., Petrakis E.: Medical Document Indexing and Retrieval: AMTEx vs. NLM MMTx, 12th International Symposium for Health Information Management Research, 18-20 July 2007, Sheffield, UK.

Publication Type: Conference Publications [abstract] [file]

Petrakis E., Varelas G., Chliaoutakis A., Raftopoulou P.: Design and Evaluation of Semantic Similarity Measures for Concepts Stemming from the Same or Different Ontologies, 4th Workshop on Multimedia Semantics (WMS'06), Chania, Crete, Greece, June 19-21, 2006, pp. 44-52. Click here for transparencies.

Publication Type: Workshop Proceedings [abstract] [file]

Petrakis E., Kontis K., Voutsakis E., Milios E.: Relevance Feedback Methods for Logo and Trademark Image Retrieval on the Web, Acm symposium on Applied Computing (SAC'2006), Special Track on Information Access and Retrieval (IAR), Dijon, France, April 23-27, 2006.

Publication Type: Conference Publications [abstract] [file]

Voutsakis E., Petrakis E., Milios E.: IntelliSearch: Intelligent Search for Images and Text on the Web, 3rd Intern. Conference on Image Analysis and Recognition (ICIAR'2006), Sept. 18-20, 2006, Povoa de Varzim, Portugal.

Publication Type: Conference Publications [abstract] [file]

Chliaoutakis A., Varelas G., Petrakis E., Milios E.: MedSearch: A Retrieval System for Medical Information Based on Semantic Similarity, 10th ECDL European Conference on Research and Advanced Technology for Digital Libraries (ECDL'2006), September, 17-22, 2006. Alicante, Spain.

Publication Type: Conference Publications [abstract] [file]

Chliaoutakis A., Varelas G., Voutsakis E., Petrakis E., Milios E.: Information Retrieval by Semantic Similarity, Journal on Semantic Web and Information Systems (IJSWIS), Special Issue of Multimedia Semantics, Vol. 3, No. 3, July/September, 2006, pp. 55-73, Copyright 2006, Idea Group Inc. www.idea-group.com. Posted by permission of the publisher.

Publication Type: Journal Publications [abstract] [file]

Petrakis E., Varelas G., Chliaoutakis A., Raftopoulou P.: X-Similarity: Computing Semantic Similarity between Concepts from Different Ontologies, Journal of Digital Information Management (JDIM), December 2006.

Publication Type: Journal Publications [abstract] [file]

Chliaoutakis A., Zervanou K., Petrakis E., Milios E.: Automatic Document Indexing in Large Medical Collections, ACM International Workshop on Health Information and Knowledge Management (HIKM 2006), November 11, 2006, Arlington, VA, USA.

Publication Type: Workshop Proceedings [abstract] [file]

Raftopoulou P., Petrakis E.: Semantic Similarity Measures: A Comparison Study, Technical Univ. of Crete (TUC), Dept. of Electronic and Computer Engineering, Chania, Crete, Greece. (Technical Report TR-TUC-ISL-04-2005) [ps]

Publication Type: Technical Reports [abstract] [file]

Varelas G., Voutsakis E., Raftopoulou P., Petrakis E., Milios E.: Semantic Similarity Methods in WordNet and their Application to Information Retrieval on the Web, 7th ACM International Workshop on Web Information and Data Management (WIDM 2005), pp. 10-16, Nov. 5, 2005, Bremen, Germany. Click here for transparencies (in ppt).

Publication Type: Workshop Proceedings [abstract] [file]

Voutsakis E., Petrakis E., Milios E.: Weighted Link Analysis for Logo and Trademark Image Retrieval on the Web, The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI2005), pp. 581-585, Sept. 19-22, 2005, Compiegne University of Technology, France. Click here for transparencies (in ppt).

Publication Type: Conference Publications [abstract] [file]

Doulaverakis C., Vagionitis S., Zervakis M., Petrakis E.: Adaptive Methods for Motion Characterization and Segmentation of MPEG Compressed Frame Sequence, Intern. Conference on Image Analysis and Recognition (ICIAR'2004), Porto, Portugal, Sept./Oct. 2004, Proc. Part I, Springer Verlag (LNCS 3211), pp. 310-317.

Publication Type: Conference Publications [abstract] [file]

Kumar A., Lagoudakis M., Kalmin B., Halwan B.: Predicting Need for Urgent Endoscopy in Patients with Acute Gastrointestinal Bleeding, (Extended Abstract) Proceedings of the ASGE Ninth Annual Young Investigators Conference in Digestive Diseases, Huntington Beach, CA, April 2004.

Publication Type: Workshop Proceedings [abstract] [file]

Petrakis E.: Content-Based Retrieval of Medical Images, International Journal of Computer Research, Volume 11, Number 2, 2002, pp. 171-182.

Publication Type: Journal Publications [abstract] [file]

Petrakis E.: Fast Retrieval by Spatial Structure in Image DataBases, Journal of Visual Languages and Computing, Vol. 13, No. 5, October 2002, pp. 545-569.

Publication Type: Journal Publications [abstract] [file]

Petrakis E., Faloutsos C., Lin K.: ImageMap: An Image Indexing Method Based on Spatial Similarity, IEEE Transactions on Knowledge and Data Engineering, Vol. 14, No. 5, September/October 2002, pp. 979-987 (Technical Report TR-01-MUSIC-1999).

Publication Type: Journal Publications [abstract] [file]

Petrakis E., Diplaros A., Milios E.: Matching and Retrieval of Distorted and Occluded Shapes using Dynamic Programming, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 11, November 2002, pp. 1501-1516.

Publication Type: Journal Publications [abstract] [file]

Petrakis E.: Design and Evaluation of Spatial Similarity Approaches for Image Retrieval, Image and Vision Computing, January 2002, Number 1, Volume 20, pp. 59-76.

Publication Type: Journal Publications [abstract] [file]

Diplaros A., Petrakis E., Milios E.: Shape Matching with Occlusion in Image Databases, Infotech Oulou Intern. Workshop on Information Retrieval (IR'2001), pp. 142-150, September 19-21, 2001, Oulu Finland. Best student paper award.

Publication Type: Workshop Proceedings [abstract] [file]

Petrakis E.: Indexing Images with Multiple Regions, Infotech Oulou Intern. Workshop on Information Retrieval (IR'2001), pp. 132-141, September 19-21, 2001, Oulu, Finland. Click here for transparencies (in ppt).

Publication Type: Workshop Proceedings [abstract] [file]

Rao Z., Petrakis E., Milios E.: Efficient Retrieval of Deformed and Occluded Shapes, International Conference on Pattern Recognition (ICPR'2000), pp 67-71 (Vol. 4), Barcelona, Spain, September 3-8, 2000. Acceptance rate 12.9% (186 full papers accepted out of 1438 submitted).

Publication Type: Conference Publications [abstract] [file]

Petrakis E., Georgiadis K.: Evaluation of Spatial Similarity Methods for Image Retrieval, CSCC' 2000, Vol. 4 (Signal Processing, Communications and Computer Science), pp. 13-18, Athens, Greece, July 10-15, 2000.

Publication Type: Conference Publications [abstract] [file]

Milios E., Petrakis E.: Shape Retrieval Based on Dynamic Programming, IEEE Transactions on Image Processing (special issue on image and video processing for digital libraries), January 2000, Number 1, Volume 1, pp. 141-147.

Publication Type: Journal Publications [abstract] [file]

Petrakis E., Tzeras K.: Similarity Searching in the CORDIS Text Database, Software Practice and Experience, November 2000, Number 13, Volume 30, pp. 1447-1464.

Publication Type: Journal Publications [abstract] [file]

Yuen Wong K., Spetsakis M., Petrakis E.: Motion Segmentation and Indexing for Video Database, Vision Interface'99 (VI' 99), pp. 482-489, Quebec, Canada, May 18-21, 1999.

Publication Type: Conference Publications [abstract] [file]

Tzeras K., Petrakis E.: Similarity Searching in Text Databases with Multiple Field Types, 15th International Conference on Data Engineering, ICDE' 99, Sydney, Australia, March 1999 (poster). Acceptance rate 29.4% (88 full papers and posters accepted out of 299 submitted).

Publication Type: Conference Publications [abstract] [file]

Petrakis E., Milios E.: Efficient Retrieval by Shape Content, IEEE Multimedia Systems 1999 (ICMS' 99), pp. 616-621 (Vol. 2), Florence, Italy, June 6-9, 1999. Acceptance rate 24.3% (147 full papers accepted out of 604 submitted).

Publication Type: Conference Publications [abstract] [file]

Petrakis E.: ImageMap: An Image Indexing Method Based on Spatial Similarity, Technical Report TR-01-MUSIC-1999.

Publication Type: Technical Reports [abstract] [file]

Petrakis E., Faloutsos C.: Similarity Searching in Medical Image Databases, IEEE Transactions on Knowledge and Data Engineering, Vol. 9, No. 3, pp. 435-447, May/June 1997.

Publication Type: Journal Publications [abstract] [file]

Petrakis E., Orphanoudakis S.: A Generalized Approach for Image Indexing and Retrieval Based οn 2-D Strings, Intelligent Image Database Systems (includes the most important contributions in the field of spatial projections), World Scientific Publishing Co., S.-K. Chang, E. Jungert and G. Tortora (editors), pp. 197-218, 1996.

Publication Type: Book Chapters [abstract] [file]

Petrakis E., Orphanoudakis S.: Methodology for the Representation, Indexing, and Retrieval of Images by Content, Image and Vision Computing (special issue on image database systems), October 1993, Number 11, Volume 8, pp. 504-521.

Publication Type: Journal Publications [abstract] [file]

Petrakis E., Orphanoudakis S.: A Generalized Approach for Image Indexing and Retrieval Based on 2-D Strings, First International Workshop on Visual Reasoning, Bergen, Norway, August 23-25, 1993.

Publication Type: Workshop Proceedings [abstract] [file]

Petrakis E., Orphanoudakis S.: Tools and Methodologies for the Indexing, Storage and Retrieval of Medical Images, First International Workshop on Picture Archiving and Communication Systems (PACS), London, England, December 19-20, 1992.

Publication Type: Workshop Proceedings [abstract] [file]

Kofakis P., Karmirantzos A., Kavaklis Y., Petrakis E., Orphanoudakis S.: Image Indexing by Content: An Object-Oriented Approach, Proceedings of SPIE, Medical Imaging IV, Newport Beach, CA, February 3-9, 1990.

Publication Type: Conference Publications [abstract]

Orphanoudakis S., Kofakis P., Kavaklis Y., Petrakis E.: Medical Image Databases: Image Indexing by Content, J. Cornelis - S. Peeters (editors), Proceedings of North Sea Conference on Biomedical Engineering, Antwerp, November 19-22, 1990.

Publication Type: Conference Publications [abstract]

Orphanoudakis S., Petrakis E., Kofakis P.: A Medical Image DataBase System for Tomographic Images, Proceedings of CAR'89, Springer-Verlag, Berlin, June 25-28, 1989, pp. 618-622.

Publication Type: Conference Publications [abstract]