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Prof. Spiliopoulou

Prof. Dr. rer. nat. habil. Myra Spiliopoulou

Fakultät für Informatik
Institut für Technische und Betriebliche Informationssysteme (ITI)
Gebäude 29, Universitätsplatz 2, 39106 Magdeburg, Gebäude 29, Raum 135
Tel.: +49 391 67 18967
Fax: +49 391 67 18110

Prof. Dr. rer. nat. habil. Myra Spiliopoulou

Fakultät für Informatik
Institut für Technische und Betriebliche Informationssysteme (ITI)
Gebäude 29, Universitätsplatz 2, 39106 Magdeburg, Gebäude 29, Raum 135
Tel.: +49 391 67 18967
Fax: +49 391 67 18110
Projekte

Aktuelle Projekte

Abgeschlossene Projekte

Publikationen

2017

Begutachteter Zeitschriftenartikel
Matuszyk, Pawel;  Vinagre, João;  Spiliopoulou, Myra;  Jorge, Alípio Mário;  Gama, João 

Forgetting techniques for stream-based matrix factorization in recommender systems
In: Knowledge and information systems - London: Springer, insges. 30 S., 2017; http://dx.doi.org/10.1007/s10115-017-1091-8

Matuszyk, Pawel;  Spiliopoulou, Myra 

Stream-based semi-supervised learning for recommender systems
In: Machine learning - Dordrecht [u.a.]: Springer Science + Business Media B.V, 2017; http://dx.doi.org/10.1007/s10994-016-5614-4

Probst, Thomas;  Pryss, Rüdiger Christoph;  Langguth, Berthold;  Rauschecker, Josef P.;  Schobel, Johannes;  Reichert, Manfred;  Spiliopoulou, Myra;  Schlee, Winfried;  Zimmermann, Johannes 

Does tinnitus depend on time-of-day? - an ecological momentary assessment study with the TrackYourTinnitus application
In: Frontiers in aging neuroscience - Lausanne: Frontiers Research Foundation, Vol. 9, Art. 253, insgesamt 9 S., 2017; http://dx.doi.org/10.3389/fnagi.2017.00253

Buchbeitrag
Alemzadeh, Shiva;  Niemann, Uli;  Ittermann, Till;  Völzke, Henry;  Schneider, Daniel;  Spiliopoulou, Myra;  Preim, Bernhard 

Visual analytics of missing data in epidemiological cohort studies
In: VCBM 2017: Eurographics Workshop on Visual Computing for Biology and Medicine - Eurographics Ass.; https://diglib.eg.org:443/handle/10.2312/vcbm20171236 ; [Workshop: Eurographics Workshop on Visual Computing for Biology and Medicine, VCBM 2017, Bremen, Germany, Bremen, Germany, September 07-08, 2017]

Jorge, Alípio M.;  Vinagre, João;  Domingues, Marcos;  Gama, João;  Soares, Carlos;  Matuszyk, Pawel;  Spiliopoulou, Myra 

Scalable online Top-N recommender systems
In: E-Commerce and Web Technologies: 17th International Conference, EC-Web 2016, Porto, Portugal, September 5-8, 2016, Revised Selected Papers - Cham: Springer International Publishing, S. 3-20, 2017 - (Lecture Notes in Business Information Processing; 278); http://dx.doi.org/10.1007/978-3-319-53676-7_1 ; [Konferenz: 17th International Conference, EC-Web 2016, Porto, Portugal, September 5-8, 2016]

Dissertation
Matuszyk, Pawel;  Spiliopoulou, Myra [AkademischeR BetreuerIn] 

Selective learning for recommender systems
In: Magdeburg, 2017, 201 Seiten, Illustrationen, 30 cm ; [Literaturverzeichnis: Seite 185-198]

2016

Begutachteter Zeitschriftenartikel
Kottke, Daniel;  Krempl, Georg;  Lang, Dominik;  Teschner, Sebastian;  Spiliopoulou, Myra 

Multi-class probabilistic active learning
In: ECAI 2016 : 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands : including Prestigious applications of intelligent systems (PAIS 2016) : proceedings. - Amsterdam : IOS Press, S. 586 - 594 - (Frontiers in artificial intelligence and applications; 285)

Niemann, Uli;  Spiliopoulou, Myra;  Szczepanski, Thorsten;  Samland, Fred;  Grützner, Jens;  Senk, Dominik;  Ming, Antao;  Kellersmann, Juliane;  Malanowski, Jan;  Klose, Silke;  Mertens, Peter R. 

Comparative clustering of plantar pressure distributions in diabetics with polyneuropathy may be applied to reveal inappropriate biomechanical stress
In: PLoS one. - Lawrence, Kan : PLoS; Bd. 11 (2016), 8, Art.-Nr. e0161326, insges. 12 S.

Buchbeitrag
Hielscher, Tommy;  Spiliopoulou, Myra;  Völzke, Henry;  Kühn, Jens-Peter 

Identifying relevant features for a multi-factorial disorder with constraint-based subspace clustering
In: IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016 : 20 June 2016, Dublin, Ireland : 21 - 23 June 2016, Belfast, Nothern Ireland : proceedings. - Piscataway, NJ : IEEE, S. 207-212

Lang, Dominik;  Kottke, Daniel;  Krempl, Georg;  Spiliopoulou, Myra 

Investigating exploratory capabilities of uncertainty sampling using SVMs in active learning
In: CEUR workshop proceedings. - Aachen : RWTH, Bd. 1707.2016, S. 25-34

Niemann, Uli;  Spiliopoulou, Myra;  Samland, Fred;  Szczepanski, Thorsten;  Grützner, Jens;  Ming, Antao;  Kellersmann, Juliane;  Malanowski, Jan;  Klose, Silke;  Mertens, Peter R. 

Learning pressure patterns for patients with diabetic foot syndrome
In: IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016 : 20 June 2016, Dublin, Ireland : 21 - 23 June 2016, Belfast, Nothern Ireland : proceedings. - Piscataway, NJ : IEEE, S. 54-59

Pereira, Juliana Alves;  Matuszyk, Pawel;  Krieter, Sebastian;  Spiliopoulou, Myra;  Saake, Gunter 

A feature-based personalized recommender system for product-line configuration
In: Proceedings of the 2016 ACM SIGPLAN International Conference on Generative Programming: concepts & experiences ; Amsterdam, Netherlands, October 31 - November 01, 2016 - New York, NY: ACM, S. 120-131; http://dx.doi.org/10.1145/2993236.2993249 ; [Kongress: 2016 ACM SIGPLAN International Conference on Generative Programming, GPCE 2016, Amsterdam, Netherlands, October 31 - November 01, 2016]

Räbiger, Stefan;  Kazmi, Mishal;  Saygı  n, Yücel;  Schüller, Peter;  Spiliopoulou, Myra 

SteM at SemEval-2016 Task 4 - applying active learning to improve sentiment classification
In: Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016). - ACL Anthology; 2016, Art. S16-1007, S. 64-70

2015

Begutachteter Zeitschriftenartikel
Niemann, Uli;  Hielscher, Tommy;  Spiliopoulou, Myra;  Völzke, Henry;  Kühn, Jens-Peter 

Can we classify the participants of a longitudinal epidemiological study from their previous evolution?
In: 2015 IEEE 28th International Symposium on Computer-Based Medical Systems (CBMS). - Piscataway, NJ : IEEE, S. 121-126

Räbiger, Stefan;  Spiliopoulou, Myra 

A framework for validating the merit of properties that predict the influence of a twitter user
In: Expert systems with applications. - Amsterdam [u.a.] : Elsevier Science, Bd. 42.2015, 5, S. 2824-2834

Siddiqui, Zaigham Faraz;  Tiakas, Eleftherios;  Symeonidis, Panagiotis;  Spiliopoulou, Myra;  Manolopoulos, Yannis 

Learning relational user profiles and recommending items as their preferences change
In: International journal on artificial intelligence tools : architectures, languages, algorithms ; AI theory, AI tools, AI applications ; IJAIT. - Singapore [u.a.] : World Scientific Publ; Vol. 24.2015, 2, Art. 1540009, insgesamt 31 S.

Siddiqui, Zaigham Faraz;  Krempl, Georg;  Spiliopoulou, Myra;  Pena, Jose M.;  Paul, Nuria;  Maestro, Fernando 

Predicting the post-treatment recovery of patients suffering from traumatic brain injury (TBI)
In: Brain Informatics. - Heidelberg : Springer, Bd. 2.2015, 1, S. 33-44

Zimmermann, Max;  Ntoutsi, Eirini;  Spiliopoulou, Myra 

Discovering and monitoring product features and the opinions on them with OPINSTREAM
In: Neurocomputing. - Amsterdam : Elsevier; Vol. 150.2015, Part A, S. 318-330

Zimmermann, Max;  Ntoutsi, Eirini;  Spiliopoulou, Myra 

Extracting opinionated (sub)features from a stream of product reviews using accumulated novelty and internal re-organization
In: Information sciences : an international journal. - New York, NY : Elsevier Science Inc, 2015

Zimmermann, Max;  Ntoutsi, Eirini;  Spiliopoulou, Myra 

Incremental active opinion learning over a stream of opinionated documents
In: De.arxiv.org. - [S.l.] : Arxiv.org, insges. 10 S., 2015

Buchbeitrag
Kottke, Daniel;  Krempl, Georg;  Spiliopoulou, Myra 

Probabilistic active learning in datastreams
In: Advances in intelligent data analysis XIV : 14th international symposium, IDA 2015, Saint Etienne, France, October 2224, 2015 ; proceedings. - Cham [u.a.] : Springer, S. 145-157 - (Lecture notes in computer science; 9385)

Krempl, Georg;  Ha, Tuan Cuong;  Spiliopoulou, Myra 

Clustering-based optimised probabilistic active learning (COPAL)
In: Discovery science : 18th international conference, DS 2015, Banff, AB, Canada, October 4 - 6, 2015 ; proceedings. - Cham [u.a.] : Springer, S. 101-115 - (Lecture notes in computer science; 9356)

Matuszyk, Pawel;  Vinagre, João;  Spiliopoulou, Myra;  Jorge, Alípio Mário;  Gama, João 

Forgetting methods for incremental matrix factorization in recommender systems
In: Proceedings of the 30th Annual ACM Symposium on Applied Computing 2015 : Salamanca, Spain, April 13 - 17, 2015. - New York, NY : ACM, S. 947-953

Matuszyk, Pawel;  Spiliopoulou, Myra 

Semi-supervised learning for stream recommender systems
In: Discovery science : 18th international conference, DS 2015, Banff, AB, Canada, October 4 - 6, 2015 ; proceedings. - Cham [u.a.] : Springer, S. 131-145 - (Lecture notes in computer science; 9356)

Wagner, Sebastian;  Zimmermann, Max;  Ntoutsi, Eirini;  Spiliopoulou, Myra 

Ageing-based multinomial naive bayes classifiers over opinionated data streams
In: Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2015, Porto, Portugal, September 7 - 11, 2015 ; proceedings, part I. - Cham [u.a.] : Springer, S. 401-416 - (Lecture notes in computer science; 9284)

Dissertation
Zimmermann, Max;  Spiliopoulou, Myra [Gutachter] 

Understanding and monitoring attitudes of product properties over time
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2015; XIV, 185 S.: graph. Darst.

2014

Begutachteter Zeitschriftenartikel
Gabriel, Hans-Henning;  Spiliopoulou, Myra;  Nanopoulos, Alexandros 

Summarizing dynamic Social Tagging Systems
In: Expert systems with applications. - Amsterdam [u.a.] : Elsevier Science, Bd. 41.2014, 2, S. 457-469

Krempl, Georg;  Zliobaite, Indre;  Brzezinski, Dariusz;  Hüllermeier, Eyke;  Last, Mark;  Lemaire, Vincent;  Noack, Tino;  Shaker, Ammar;  Sievi, Sonja;  Spiliopoulou, Myra;  Stefanowski, Jerzy 

Open challenges for data stream mining research
In: ACM SIGKDD explorations newsletter. - New York, NY : ACM, Bd. 16.2014, 1, insges. 10 S.

Niemann, Uli;  Völzke, Henry;  Kühn, Jens-Peter;  Spiliopoulou, Myra 

Learning and inspecting classification rules from longitudinal epidemiological data to identify predictive features on hepatic steatosis
In: Expert systems with applications. - Amsterdam [u.a.] : Elsevier Science, Bd. 41.2014, 11, S. 5405-5415

Niemann, Uli;  Spiliopoulou, Myra;  Völzke, Henry;  Kühn, Jens-Peter 

Subpopulation discovery in epidemiological data with subspace clustering
In: Foundations of computing and decision sciences. - Berlin : de Gruyter Open, Bd. 39.2014, 4, S. 271-300

Buchbeitrag
Hielscher, Tommy;  Spiliopoulou, Myra;  Völzke, Heinz;  Kühn, Jens-Peter 

Mining longitudinal epidemiological data to understand a reversible disorder
In: Blockeel, Hendrik: : Advances in Intelligent Data Analysis XIII. - Cham [u.a.] : Springer, S. 120-130, 2014 - (Lecture Notes in Computer Science; 8819)

Hielscher, Tommy;  Spiliopoulou, Myra;  Völzke, Henry;  Kühn, Jens-Peter 

Using participant similarity for the classification of epidemiological data on hepatic steatosis
In: 2014 IEEE 27th International Symposium on Computer-Based Medical Systems. - Piscataway, NJ : IEEE, insges. 7 S.

Krempl, Georg;  Kottke, Daniel;  Spiliopoulou, Myra 

Probabilistic active learning - a short proposition
In: ECAI 2014. - Amsterdam [u.a.] : IOS Press, S. 1049-1050 - (Frontiers in artificial intelligence and applications; 263)

Krempl, Georg;  Kottke, Daniel;  Spiliopoulou, Myra 

Probabilistic active learning - towards combining versatility, optimality and efficiency
In: Džeroski, Sašo: : Discovery Science. - Cham : Springer International Publishing, S. 168-179, 2014 - (Lecture Notes in Computer Science; 8777)

Matuszyk, Pawel;  Spiliopoulou, Myra 

Hoeffding-CF - neighbourhood-based recommendations on reliably similar users
In: User modeling, adaptation and personalization. - Berlin [u.a.] : Springer, S. 146-157, 2014 - (Lecture notes in computer science; 8538)

Matuszyk, Pawel;  Spiliopoulou, Myra 

Predicting the performance of collaborative filtering algorithms
In: Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics (WIMS14). - New York, NY : ACM; 2014, Art. 38, insgesamt 6 S.

Matuszyk, Pawel;  Spiliopoulou, Myra 

Selective forgetting for incremental matrix factorization in recommender systems
In: Džeroski, Sašo: : Discovery Science. - Cham : Springer International Publishing, S. 204-215, 2014 - (Lecture Notes in Computer Science; 8777)

Niemann, Uli;  Spiliopoulou, Myra;  Völzke, Henry;  Kühn, Jens-Peter 

Interactive medical miner - interactively exploring subpopulations in epidemiological datasets
In: Calders, Toon: : Machine Learning and Knowledge Discovery in Databases. - Berlin, Heidelberg : Springer Berlin Heidelberg, S. 460-463, 2014 - (Lecture notes in computer science; 8726)

Siddiqui, Zaigham Faraz;  Krempl, Georg;  Spiliopoulou, Myra;  Peña, Jose M.;  Paul, Nuria;  Maestu, Fernando 

Are some brain injury patients improving more than others?
In: Brain informatics and health. - Cham [u.a.] : Springer, S. 376-387, 2014 - (Lecture notes in computer science; 8609)

Siddiqui, Zaigham Faraz;  Tiakas, Eleftherios;  Symeonidis, Panagiotis;  Spiliopoulou, Myra;  Manolopoulos, Yannis 

xStreams - recommending items to users with time-evolving preferences
In: Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics (WIMS14). - New York, NY : ACM; 2014, Art. 22, insgesamt 12 S.

Zimmerann, M.;  Ntoutsi, E.;  Spiliopoulou, Myra 

A semi-supervised self-adaptive classifier over opinionated streams
In: IEEE International Conference on Data Mining workshop (ICDMW), 2014 : 14 Dec. 2014, Shenzhen, China. - Piscataway, NJ : IEEE, S. 425-432

Zimmermann, Max;  Ntoutsi, Eirini;  Spiliopoulou, Myra 

Adaptive semi supervised opinion classifier with forgetting mechanism
In: Proceedings of the 29th Annual ACM Symposium on Applied Computing 2014. - New York, NY : ACM, S. 805-812

Herausgeberschaft
Spiliopoulou Myra;  Schmidt-Thieme Lars;  Janning Ruth 

Data analysis, machine learning and knowledge discovery
In: Cham: Springer, 2014; XXI, 470 S. - (Studies in classification, data analysis, and knowledge organization), ISBN 978-3-319-01595-8

2013

Begutachteter Zeitschriftenartikel
Czarnecki, Christian;  Winkelmann, Axel;  Spiliopoulou, Myra 

Reference process flows for telecommunication companies
In: Business & information systems engineering. - Wiesbaden : Gabler, Bd. 5.2013, 2, S. 83-96

Czarnecki, Christian;  Winkelmann, Axel;  Spiliopoulou, Myra 

Referenzprozessabläufe für Telekommunikationsunternehmen
In: Wirtschaftsinformatik. - Berlin : Springer, Bd. 55.2013, 2, S. 83-97

Buchbeitrag
Glaßer, Sylvia;  Niemann, Uli;  Preim, Bernhard;  Spiliopoulou, Myra 

Can we distinguish between benign and malignant breast tumors in DCE-MRI by studying a tumor's most suspect region only?
In: IEEE 26th International Symposium on Computer-Based Medical Systems (CBMS), 2013. - Piscataway, NJ : IEEE, S. 77-82

Glaßer, Sylvia;  Niemann, Uli;  Preim, Uta;  Preim, Bernhard;  Spiliopoulou, Myra 

Classification of benign and malignant DCE-MRI breast tumors by analyzing the most suspect region
In: Bildverarbeitung für die Medizin 2013. - Berlin : Springer, S. 45-50

Matuszyk, Pawel;  Krempl, Georg;  Spiliopoulou, Myra 

Correcting the usage of the hoeffding inequality in stream mining
In: Advances in Intelligent Data Analysis XII. - Berlin : Springer Berlin, S. 298-309, 2013 - (Lecture Notes in Computer Science; 8207)

Matuszyk, Pawel;  Spiliopoulou, Myra 

Framework for storing and processing relational entities in stream mining
In: Advances in knowledge discovery and data mining ; Pt. 2. - Berlin [u.a.] : Springer, S. 497-508, 2013 - (Lecture Notes in Computer Science; 7819)

Zusammen, Max;  Ntoutsi, Eirini;  Spiliopoulou, Myra 

Extracting opinionated (sub)features from a stream of product reviews
In: Discovery science. - Berlin [u.a.] : Springer, S. 340-355, 2013 - (Lecture notes in computer science; 8140)

Dissertation
Czarnecki, Christian;  Spiliopoulou, Myra [Gutachter];  Turowski, Klaus [Gutachter] 

Entwicklung einer referenzmodellbasierten Unternehmensarchitektur für die Telekommunikationsindustrie
In: Zugl.: Magdeburg, Univ., Fak. für Informatik, Diss., 2013; Berlin: Logos-Verl.; XX, 204 S.: graph. Darst.; 24 cm, ISBN 3832535101

Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra [Gutachter] 

Mining perennial objects
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2013; XXII, 173 S.: graph. Darst.

Konferenz/Aufsatz
Gohr, Andrè;  Spiliopoulou, Myra;  Hinneburg, Alexander 

Visually summarizing semantic evolution in document streams with topic table
In: Knowledge discovery, knowledge engineering and knowledge management - Berlin [u.a.]: Springer, S. 136-150, 2013

2012

Buchbeitrag
Czarnecki, Christian;  Winkelmann, Axel;  Spiliopoulou, Myra 

Tranformation in Telecummunication - Analyse und Clustering von Real-life Projekten
In: Multikonferenz Wirtschaftsinformatik 2012. - Berlin : Gito, S. 985-997

Schult, Rene;  Matuszyk, Pawel;  Spiliopoulou, Myra 

Framework for computer aided analysis of medical protocols in a hospital
In: HEALTHINF 2012. - SciTePress, S. 225-230 ; Kongress: HEALTHINF; (Vilamoura, Portugal) : 2012.02.01-04

Siddiqui, Zaigham Faraz;  Oliveira, Márcia;  Gama, João;  Spiliopoulou, Myra 

Where are we going? - predicting the evolution of individuals
In: Advances in intelligent data analysis XI. - Berlin [u.a.] : Springer, S. 357-368, 2012 - (Lecture Notes in Computer Science; 7619)

Zimmermann, max;  Ntoutsi, Irene;  Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra;  Kriegel, Hans-Peter 

Discovering global and local bursts in a stream of news
In: The 27th annual ACM Symposium on Applied Computing. - New York, NY : ACM, S. 807-812, 2012

Dissertation
Rügheimer, Frank Christopher;  Kruse, Rudolf [Gutachter];  Spiliopoulou, Myra [Gutachter] 

Knowledge representation with condensed set-valued attributes
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2012; XI, 178 S.: graph. Darst.

Schult, René;  Spiliopoulou, Myra [Gutachter];  Nürnberger, Andreas [Gutachter] 

Label monitoring on document streams
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2012; 101 Bl.: graph. Darst.

Herausgeberschaft
Spiliopoulou, Myra;  Nürnberger, Andreas;  Schult, Rene 

LWA 2011 - Otto-von-Guericke-Universität Magdeburg, 28. - 30. September 2011 - technical report ; report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM
In: Magdeburg: Univ., 2011; Online-Ressource (PDF-Datei: 324 S.)

Originalartikel in begutachteter internationaler Zeitschrift
Czarnecki, Christian;  Spiliopoulou , Myra 

A holistic framework for the implementation of a next generation network
In: International journal of business information systems. - Olney, Bucks. : Inderscience Enterprises, Bd. 9.2012, 4, S. 385-401

Spiliopoulou, Myra;  Mobasher, Bamshad;  Nasraoui, Olfa;  Zaiane, Osmar 

Guest editorial: special issue on a decade of mining the Web
In: Data mining and knowledge discovery : DMKD. - Norwell, Mass : Springer Science + Business Media, LCC, Bd. 24.2012, 3, S. 473-477

Originalartikel in begutachteter zeitschriftenartiger Reihe
Halkidi, Maria;  Spiliopoulou, Myra;  Pavlou, Aikaterini 

A semi-supervised incremental clustering algorithm for streaming data
In: Advances in knowledge discovery and data mining. - Berlin [u.a.] : Springer, S. 578-590, 2012 - (Lecture notes in computer science; 7301)

2011

Artikel in Kongressband
Schult, Rene;  Matuszyk, Pawel;  Spiliopoulou, Myra 

Prediction of surgery duration using empirical anesthesia protocols
In: The first International Workshop on Knowledge Discovery in Health Care and Medicine. - Athen, insges. 12 S., 2011

Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra;  Panagiotis, Symeonidis;  Eleftherios, Tiakas 

A data generator for multi-stream data
In: The second International Workshop on Mining Ubiquitous and Social Environments, MUSE \'11, September 5, 2011 Athens, Greece, insges. 8 S.

Buchbeitrag
Czarnecki, Christian;  Winkelmann, Axel;  Spiliopoulou, Myra 

Making business systems in the telecommunication industry more customer-oriented
In: Information Systems Development. - New York, NY : Springer Science+Business Media, LLC, S. 169-180, 2011

Spiliopoulou, Myra 

Evolution in social networks - a survey
In: Social network data analytics. - New York, NY [u.a.] : Springer, S. 149-170, 2011

Habilitation
Hinneburg, Alexander;  Brass, Stefan [Gutachter];  Seidl, Thomas [Gutachter];  Spiliopoulou, Myra [Gutachter] 

Text mining and applications in life sciences
In: Halle, Univ., Naturwissenschaftliche Fakultät III, Habil.-Schr., 2011; Online-Ressource (152 S. = 2,57 mb)

Originalartikel in begutachteter zeitschriftenartiger Reihe
Bachmann, Anja;  Schult, René;  Spiliopoulou, Myra 

Extracting cross references from life science databases for search result ranking
In: Proceedings of the 2011 ACM International Conference on Information and Knowledge Management & co-located workshops. - New York, NY : ACM, S. 1253-1258

Gabriel, Hans-Henning;  Spiliopoulou, Myra;  Stachtiari, Emmanouela;  Vakali, Athina 

Summarization meets visualization on online social networks
In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011. - Piscataway, NJ : IEEE, S. 475-478

Gohr, André;  Hinneburg, Alexander;  Spiliopoulou, Myra;  Usbeck, Ricardo 

On the distinctiveness of tags in collaborative tagging systems
In: Proceedings of the International Conference on Web Intelligence, Mining and Semantics, WIMS\'11. - New York : ACM, insges. 5 S., 2011

Krempl, Georg;  Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra 

Online clustering of high-dimensional trajectories under concept drift
In: Machine learning and knowledge discovery in databases ; Pt. 2. - Heidelberg [u.a.] : Springer, S. 261-276, 2011 - (Lecture notes in computer science; 6912)

Ntoutsi, Irene;  Spiliopoulou, Myra;  Theodoridis, Yannis 

Summarizing cluster evolution in dynamic environments
In: Computational science and its applications - ICCSA 2011 ; Pt. 2. - Berlin [u.a.] : Springer, S. 562-577 - (Lecture notes in computer science; 6783)

Poblete, Barbara;  Spiliopoulou, Myra;  Mendoza, Marcelo 

Query-Sets ++ - a scalable approach for modeling web sites
In: String processing and information retrieval. - Heidelberg [u.a.] : Springer, S. 129-134, 2011 - (Lecture notes in computer science; 7024)

Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra 

Classification rule mining for a stream of perennial objects
In: Proceedings of the 5th international conference on Rule-based reasoning, programming, and applications, Barcelona, 2011

Spyromitros Xioufis, Eleftherios;  Spiliopoulou, Myra;  Tsoumakas, Grigorios;  Vlahavas, Ioannis 

Dealing with concept drift and class imbalance in multi-label stream classification
In: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence ; Vol. 2. - Menlo Park, Calif. : AAAI Press [u.a.], S. 1583-1588, 2011

2010

Buchbeitrag
Gabriel, Hans-Henning;  Spiliopoulou, Myra;  Nanopoulos, Alexandros 

Eigenvector-based clustering using aggregated similarity matrices
In: Applied computing 2010. - New York, NY : ACM, S. 1083-1087

Peters, Sibylle;  Spengler, Thomas;  Spiliopoulou, Myra 

Wissensmanagement kleiner und mittelständischer Unternehmen in Zeiten demographischen Wandels
In: Wertschöpfungsmanagement im Mittelstand. - Wiesbaden : Gabler, S. 43-69, 2010

Dissertation
Brunzel, Marko;  Spiliopoulou, Myra [Gutachter] 

Ontology learning from semi-structured Web documents
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2010; XIII, 223 S.: graph. Darst.; 30 cm

Herausgeberschaft
Kapetanios, Epaminondas;  Sugumaran, V.;  Spiliopoulou, Myra 

Special issue: 13th International Conference on Natural Language and Information Systems (NLDB 2008) - five selected and extended papers
In: St. Louis, Mo.: Elsevier, 2010; S. 249-316 - (Data & knowledge engineering; 69.2010,3) ; Kongress: International Conference on Natural Language and Information Systems ; 13 (London, UK) : 2008.06.24-27 ; NLDB; 13 (London, UK) : 2008.06.24-27

Konferenz/Aufsatz
Gohr, Andre;  Spiliopoulou, Myra;  Hinneburg, Alexander 

Visually summarizing the evolution of documents under a social tag
In: Proceedings of the International Conference on Knowledge Discovery and Information Retrieval. - [S.l.] : SciTePress, S. 85-94, 2010

Originalartikel in begutachteter internationaler Zeitschrift
Czarnecki, Christian;  Winkelmann, Axel;  Spiliopoulou, Myra 

Services in electronic telecommunication markets: a framework for planning the virtualization of processes
In: Electronic markets. - Heidelberg : Springer, Bd. 20.2010, 3/4, S. 197-207

Dunham, Margaret H.;  Hahsler, Michael;  Spiliopoulou, Myra 

Novel data stream pattern mining report on the StreamKDD'10 workshop
In: SIGKDD explorations. - New York, NY : ACM, Bd. 12.2010, 2, S. 54-55

Poblete, Barbara;  Spiliopoulou, Myra;  Baeza-Yates, Ricardo 

Privacy-preserving query log mining for business confidentiality protection
In: ACM transactions on the web. - New York, NY : ACM, Bd. 4.2010, 3, insges. 20 S.

Originalartikel in begutachteter zeitschriftenartiger Reihe
Ruiz, Carlos;  Carlos, G. Vallejo;  Spiliopoulou, Myra;  Menasalvas, Ernestina 

Automated constraint selection for semi-supervised clustering algorithm
In: Current topics in artificial intelligence. - Berlin [u.a.] : Springer, S. 151-160, 2010 - (Lecture notes in computer science ; 5988)

Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra 

Stream Clustering of Growing Objects
In: Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009, Proceedings

Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra 

Tree Induction over Perennial Objects
In: Scientific and Statistical Database Management, 22nd International Conference, SSDBM 2010, Heidelberg, Germany, June 30-July 2, Proceedings

2009

Artikel in Kongressband
Zimmermann, Max;  Spiliopoulou, Myra;  Kirste, Thomas 

Finding stops in error-prone tTrajectories of moving objects with time-based clustering
In: IMC 2009. - [Marburg] : Blista, S. 275-286 ; Kongress: IMC 2009; 13 (Marburg) : 2009.07.14-17

Buchbeitrag
Czarnecki, Christian;  Heuser, Marcus;  Spiliopoulou, Myra 

How does the implementation of a next generation network influence a telecommunication company?
In: Online Proceedings of the European and Mediterranean Conference on Information Systems (EMCIS). - Brunel University, insges. 11 S., 2009

Herausgeberschaft
Berendt, Bettina;  Mladenic, Dunja;  Gemmis, Marco de;  Semeraro, Giovanni;  Spiliopoulou, Myra;  Stumme, Gerd;  Svátek, Vojtech;  Zelezný, Filip 

Knowledge discovery enhanced with semantic and social information
In: Berlin [u.a.]: Springer, 2009; X, 143 S.: graph. Darst.; 24 cm - (Studies in computational intelligence; Vol. 220), ISBN 978-3-642-01890-9 ; Kongress: Workshop Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery, PriCKL; 18 (Warsaw) : 2007.09.17-21 ; ECML/PKDD; (Warsaw) : 2007.09.17-21 ; Eropean Conference on Machine Learning; 18 (Warsaw) : 2007.09.17-21 ; European Conference on Principles and Practice of Knowledge Discovery in Databases; 11 (Warsaw) : 2007.09.17-21 ; [Literaturangaben]

Nasraoui, Olfa;  Spiliopoulou, Myra;  Srivastava, Jaideep;  Mobasher, Bamshad;  Masand, Brij 

Advances in Web Mining and Web Usage Analysis
In: 8th Int.\\ Workshop on Knowledge Discovery on the Web, WebKDD 2008, Revised Papers

Zhang, Haizheng;  Spiliopoulou, Myra;  Mobasher, Bamshad;  Giles, C. Lee;  McCallum, Andrew;  Nasraoui, Olfa;  Srivastava, Jaideep;  Yen, John 

Advances in web mining and web usage analysis - 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007 and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007 ; revised papers
In: Berlin [u.a.]: Springer, 2009; X, 153 S.: Ill., graph. Darst.; 235 mm x 155 mm - (Lecture notes in computer science; 5439)

Konferenz/Aufsatz
Gohr, André;  Hinneburg, Alexander;  Schult, René;  Spiliopoulou, Myra 

Topic evolution in a stream of documents
In: Proceedings of the Ninth SIAM International Conference on Data Mining. - Philadelphia : SIAM, insges. 12 S., 2009

Originalartikel in begutachteter internationaler Zeitschrift
Böttcher, Mirko;  Höppner, Frank;  Spiliopoulou, Myra 

On Exploiting the Power of Time in Data Mining
In: SIGKDD Explorations, 2008

Ntoutsi, Irene;  Spiliopoulou, Myra;  Theodoridis, Yannis 

Tracing cluster transitions for different cluster types
In: Control and cybernetics. - Warszawa : SRI PAS, Bd. 38.2009, 1, S. 239-259

Poblete, Barbara;  Spiliopoulou, Myra;  Baeza-Yates, Ricardo 

Website Privacy Preservation for Query Log Publishing
In: Privacy, Security, and Trust in KDD - First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised, Selected Papers

Ruiz, Carlos;  Spiliopoulou, Myra;  Menasalvas, Ernestina 

Density-based semi-supervised clustering
In: Data mining and knowledge discovery. - Dordrecht [u.a.] : Springer Science + Business Media B.V, 2009

Originalartikel in begutachteter zeitschriftenartiger Reihe
Brunzel, Marko;  Spiliopoulou, Myra 

Discovering groups of sibling terms from web documents with XTREEM-SG
In: , S. 126-155, 2008 - (Lecture notes in computer science; 5383) ; Kongress: EKAW 2006; 15 (Podebrady, Czech Republic) : 2006.10.

Nanopoulos, Alexandros;  Gabriel, Hans-Henning;  Spiliopoulou, Myra 

Spectral clustering in social-tagging systems
In: Web information systems engineering - WISE 2009. - Berlin [u.a.] : Springer, S. 87-100 - (Lecture notes in computer science; 5802)

Ruiz, Carlos;  Menasalvas, Ernestina;  Spiliopoulou, Myra 

C-DenStream - using domain knowledge on a data stream
In: Discovery science. - Berlin [u.a.] : Springer, S. 287-301, 2009 - (Lecture notes in computer science; 5808)

Siddiqui, Zaigham Faraz;  Spiliopoulou, Myra 

Combining Multiple Interrelated Streams for Incremental Clustering
In: Scientific and Statistical Database Management, 21st International Conference, SSDBM 2009, New Orleans, LA, USA, June 2-4, 2009, Proceedings

Spiliopoulou, Myra;  Keulen, Maurice van;  Lenz, Hans-Joachim;  Wijsen, Jef;  Renz, Matthias;  Kruse, Rudolf;  Stern, Mirco 

Imprecision, diversity and uncertainty - disentangling theads in uncertainty management
In: Uncertainty mnagement in information systems. - [Wadern] : Leibnitz-Zentrum für Informatik, insges. 3 S., 2009 - (Dagstuhl seminar proceedings; 08421)

2008

Artikel in Kongressband
Falkowski, Tanja;  Barth, Anja;  Spiliopoulou, Myra 

Studying community dynamics with an incremental graph mining algorithm
In: 14th Americas Conference on Information Systems. - Red Hook, NY : Curran, insges. 11 S., 2008 ; Kongress: AMCIS 2008; 14 (Toronto) : 2008.08.14-17

Buchbeitrag
Spiliopoulou, Myra 

Understanding change before adaption - tracing changes over a stream of data
In: LWA 2007. - Halle : Martin-Luther-Univ. Halle-Wittenberg, Inst. for Informatics, Databases and Information Systems, S. 10 ; Kongress: Lernen, Wissen, Adaption; (Halle) : 2007.09.24-26

Herausgeberschaft
Kapetanios, Epaminondas;  Sugumaran, Vijayan;  Spiliopoulou, Myra 

Natural language and information systems - 13th International Conference on Applications of Natural Language to Information Systems, NLDB 2008 London, UK, June 24-27, 2008 ; proceedings
In: Berlin [u.a.]: Springer, 2008; XIX, 386 S.: graph. Darst.; 235 mm x 155 mm - (Lecture notes in computer science; 5039), ISBN 3540698574 ; Kongress: NLDB; 13 (London) : 2008.06.24-27 ; International Conference on Applications of Natural Language to Information Systems; 13 (London) : 2008.06.24-27 ; [Literaturangaben]

Nasraoui, Olfa;  Spiliopoulou, Myra;  Zaiane, Osmar;  Srivastava, Jaideep;  Mobasher, Bamshad 

WebKDD'08 - 10 years of knowledge discovery on the web ; 10th International Workshop on Knowledge Discovery on the Web in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), August 24, 2008, Las Vegas, Nevada, USA ; proceedings
In: Las Vegas, 2008 ; Kongress: WebKDD; 10 (Las Vegas) : 2008.08.24 ; International Workshop on Knowledge Discovery on the Web; 10 (Las Vegas) : 2008.08.24

Spiliopoulou, Myra (Hrsg.) 

International journal of business intelligence and data mining - IJBIDM
In: Olney, Bucks.: Inderscience Enterprises, 2005,[Herausgeberschaft besteht für Heft 3.2008, H. 1]

Originalartikel in begutachteter internationaler Zeitschrift
Bötcher, Mirko;  Höppner, Frank;  Spiliopoulou, Myra 

On exploiting the power of time in data mining
In: SIGKDD explorations. - New York, NY : ACM, Bd. 10.2008, 2, S. 3-11

Roddick, John F.;  Spiliopoulou, Myra;  Lister, Daniel;  Ceglar, Aaron 

Higher order mining
In: SIGKDD explorations. - New York, NY : ACM, Bd. 10.2008, 1, S. 5-17

Originalartikel in begutachteter nationaler Zeitschrift
Schult, Rene;  Spiliopoulou, Myra 

Contributing to market monitoring with topic evolution monitoring
In: Datenbank-Spektrum. - Berlin : Springer, Bd. 8.2008, 25, S. 23-30

Originalartikel in begutachteter zeitschriftenartiger Reihe
Spiliopoulou, Myra;  Schult, Rene 

Lifelong knowledge acquisition with topic monitoring
In: Informatik 2008 ; Bd. 1: [Workshop E-Government und Digitale Archive - Workshop Gesundheitstelematik und eGK - Workshop SOA und EU-Dienstleistungsrichtlinie in der Öffentlichen Verwaltung - Workshop Security for Web Services and SOA - Workshop Software, Services und Plattformen für Neue Infrastrukturen in der Telekommunikation - Workshop Modellbasiertes Testen - Workshop Informationssysteme mit Open Source - Workshop Mobile and Embedded Interactive Systems - Workshop Vorgehensmodelle in der Praxis - Workshop IT-gestütztes Wissensmanagement - Workshop Elektronische Wahlen, Elektronische Teilhabe, Societyware: Beherrschbare Systeme? Wünschenswerte Systeme? - Workshop Mobiles Spielen]. - Bonn : Ges. für Informatik, S. 378-385 - (GI-Edition) ; Kongress: Jahrestagung der Gesellschaft für Informatik e.V.; 38 (München) : 2008.09.08-13

Wissenschaftliche Monographie
Spiliopoulou, Myra;  Höppner, Frank;  Boettcher, Mirko 

Notes of knowledge discovery from evolving data
In: Antwerp, 2008 ; Kongress: European Conference on Machine Learning and Principles and practice of Knowledge Discovery in Databases; (Antwerp, Belgium) : 2008.09.15-19 ; ECML PKDD 2008; (Antwerp, Belgium) : 2008.09.15-19

2007

Buchbeitrag
Falkowski, Tanja;  Barth, Anja;  Spiliopoulou, Myra 

DENGRAPH - a density-based community detection algorithm
In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence (WI 2007). - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, S. 112-115 ; Kongress: WI; (Silicon Valley) : 2007.11.02-05

Schulz, Sascha;  Spiliopoulou, Myra;  Schult, Rene 

Topic and cluster evolution over noisy document streams
In: Data mining patterns. - Hershey, Pa. [u.a.] : Information Science Reference, S. 220-239, 2007

Herausgeberschaft
Nasraoui, Olfa;  Spiliopoulou, Myra;  Srivastava, Jaideep;  Mobasher, Bamshad;  Masand, Brij 

Advances in web mining and web usage analysis - 8th International Workshop on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA, USA, August 20, 2006 ; revised papers
In: Berlin [u.a.]: Springer, 2007; XII, 246 S.: Ill., graph. Darst. - (Lecture notes in computer science; 4811)

Originalartikel in begutachteter internationaler Zeitschrift
Brunzel, Marko;  Spiliopoulou, Myra 

Acquiring semantic sibling associations from web documents
In: International journal of data warehousing and mining. - Hershey, Pa. : IGI Global, Bd. 3.2007, 4, S. 83-98

Zhang, Haizheng;  Yen, John;  Giles, C. Lee;  Mombaster, Bamshad;  Spiliopoulou, Myra;  Srivastava, Jaideep;  Nasraoui, Olfa;  McCallum, Andrew 

WebKDD/SNAKDD 2007 - web mining and social network analysis post-workshop report
In: SIGKDD explorations. - New York, NY : ACM, Bd. 9.2007, 2, S. 87-92

Originalartikel in begutachteter nationaler Zeitschrift
Falkowski, Tanja;  Spiliopoulou, Myra 

Data mining for community dynamics
In: Künstliche Intelligenz. - Berlin : Springer, 3, S. 23-29, 2007

Originalartikel in begutachteter zeitschriftenartiger Reihe
Brunzel, Marko;  Spiliopoulou, Myra 

Domain relevance on term weighting
In: Natural language processing and information systems. - Berlin [u.a.] : Springer, S. 427-432, 2007 - (Lecture notes in computer science; 4592) ; [NLDB 2007 ; 12 (Paris) : 2007.06.27-29]

Falkowski, Tanja;  Spiliopoulou, Myra 

Users in volatile communities - studying active participation and community evolution
In: User modeling 2007. - Berlin [u.a.] : Springer, S. 57-66 - (Lecture notes in computer science; 4511) ; [UM 2007 ; 11 (Kanóni, Corfu) : 2007.06.25-29]

Ruiz, Carlos;  Spiliopoulou, Myra;  Menasalvas, Ernestina 

C-DBSCAN - density-based clustering with constraints
In: Rough sets, fuzzy sets, data mining and granular computing. - Berlin [u.a.] : Springer, S. 216-223, 2007 - (Lecture notes in computer science; 4482) ; [RSFDGrC 2007 ; 11 (Toronto) : 2007.05.14-16]

Spiliopoulou, Myra;  Ntoutsi, Irene;  Theodoridis, Yannis;  Schult, Rene 

Monitoring cluster transitions with MONIC /Myra Spiliopoulou; Irene Ntoutsi; Yannis Theodoridis; Rene Schult
In: Business intelligence. - Hamburg : Kovac, S. 141-152, 2007

2006

Artikel in Kongressband
Moreno, Carlos Ruiz;  Spiliopoulou, Myra;  Menasalvas, Ernestina 

User constraints over data streams
In: Proceedings of the 4th International Workshop on Knowledge Discovery from Data Streams. - Berlin, S. 117-126, 2006 ; Kongress: IWKDDS-2006; 4 (Berlin) : 2006.09.18-22

Spiliopoulou, Myra;  Ntoutsi, Irene;  Theodoridis, Yannis;  Schult, Rene 

The MONIC framework for cluster transition detection
In: 5th Hellenic Data Management Symposium, 7-8 September 2006, Thessaloniki, Greece; proceedings. - Thessaloniki, S. 90-99 ; Kongress: Hellenic Data Management Symposium; 5 (Thessaloniki, Greece) : 2006.09.07-08

Buchbeitrag
Falkowski, Tanja;  Bartelheimer, Jörg;  Spiliopoulou, Myra 

Mining and visualizing the evolution of subgroups in social networks
In: The 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 main conference proceedings), 2006 IEEE /WIC/ACM International Conference on Intelligent Agent Technology (IAT 2006 main conference proceedings), 2006 IEEE /WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 workshop proceedings). - Los Alamitos, Calif. [u.a.] : IEEE Computer Society, insges. 7 S. ; Kongress: IEEE/WIC/ACM International Conference on Web Intelligence; (Hong Kong) : 2006.12.18-22 ; WI; (Hong Kong) : 2006.12.18-22 ; IEEE/WIC/ACM International Conference on Intelligent Agent Technology; (Hong Kong) : 2006.12.18-22 ; IAT; (Hong Kong) : 2006.12.18-22 ; IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology; (Hong Kong) : 2006.12.18-22 ; WI-IAT; (Hong Kong) : 2006.12.18-22

Falkowski, Tanja;  Spiliopoulou, Myra 

Observing dynamics in community structures
In: AISB\'06 ; Vol. 3. - Bristol : Univ., S. 102-105, 2006 ; Kongress: AISB\' 06; (Bristol) : 2006.04.03-06 ; [Kongr.-Thema: Adaptation in artificial and biological systems]

Schult, Rene;  Spiliopoulou, Myra 

Expanding the taxonomics of bibliographic archives with persisten long-term themes
In: Applied computing 2006 ; Vol. 1. - New York, NY : Association for Computing Machinery, S. 627-634 ; Kongress: Annual ACM Symposium on Applied Computing; 21 (Dijon) : 2006.04.23-27

Spiliopoulou, Myra;  Ntoutsi, Irene;  Theodoridis, Yannis;  Schult, Rene 

MONIC - modeling and monitoring cluster transitions
In: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. - New York, NY : ACM Press, S. 706-711, 2006 ; Kongress: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; 12 (Philidelphia, PA) : 2006.08.20-23 ; KDD; 12 (Philidelphia, PA.) : 2006.08.20-23

Herausgeberschaft
Ackermann, Markus;  Berendt, Bettina;  Grobelnik, Marko;  Hotho, Andreas;  Mladenic, Dunja;  Semeraro, Giovanni;  Spiliopoulou, Myra;  Stumme, Gerd;  Svátek, Vojtech;  Someren, Maarten van 

Semantics, Web and mining - joint international workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3 and 7, 2005 ; revised selected papers
In: Berlin [u.a.]: Springer, 2006; X, 195 S.: Ill., graph. Darst.; 235 mm x 155 mm - (Lecture notes in computer science; 4289)

Fürnkranz, Johannes;  Scheffer, Tobias;  Spiliopoulou, Myra 

Knowledge discovery in databases: PKDD 2006 ; 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Germany, September 18-22, 2006 ; proceedings
In: Berlin [u.a.]: Springer, 2006; XXII, 660 S.: graph. Darst.; 235 mm x 155 mm - (Lecture notes in computer science; 4213)

Fürnkranz, Johannes;  Scheffer, Tobias;  Spiliopoulou, Myra 

Machine learning: ECML 2006 - 17th European Conference on Machine Learning, Berlin, Germany, September 18 - 22, 2006 ; proceedings
In: Berlin [u.a.]: Springer, 2006; XXIII, 851 S.: graph. Darst.; 235 mm x 155 mm - (Lecture notes in computer science; 4212)

Grust, Torsten;  Höpfner, Hagen;  Illarramendi, Arantza;  Jablonski, Stefan;  Mesiti, Marco;  Müller, Sascha;  Patranjan, Paula-Lavinia;  Sattler, Kai-Uwe;  Spiliopoulou, Myra;  Wijsen, Jef 

Current trends in database technology - EDBT 2006 - EDBT 2006 Workshops PhD, DataX, IIDB, IIHA, ICSNW, QLQP, PIM, PaRMa, and Reactivity on the Web, Munich, Germany, March 26-31, 2006 ; revised selected papers
In: Berlin [u.a.]: Springer, 2006; XXXI, 932 S.: Ill., graph. Darst. - (Lecture notes in computer science; 4254)

Nasraoui, Olfa;  Zaiane, Osmar;  Spiliopoulou, Myra;  Mobasher, Bamshad;  Masand, Brij;  Yu, Philip S. 

Advances in web mining and web usage analysis - 7th International Workshop on Knowledge Discovery on the Web, WebKDD 2005, Chicago, IL, USA, August 21, 2005 ; revised papers
In: Berlin: Springer, 2006; VIII, 176 S.: Ill., graph. Darst. - (Lecture notes in computer science; 4198)

Spiliopoulou, Myra;  Kruse, Rudolf;  Borgelt, Christian;  Nürnberger, Andreas;  Gaul, Wolfgang 

From data and information analysis to knowledge engineering - proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables
In: Berlin [u.a.]: Springer, 2006; XIX, 761 S.: Ill.. graph. Darst.; 24 cm - (Studies in classification, data analysis, and knowledge organization)

Originalartikel in begutachteter internationaler Zeitschrift
Nasraoui, Olfa;  Spiliopoulou, Myra;  Srivastava, Jaideep;  Mobasher, Bamshad;  Masand, Brij 

WebKDD 2006 - web mining and web usage analysis post-workshop report
In: SIGKDD explorations. - New York, NY : ACM, Bd. 8.2006, 8, S. 84-89

Originalartikel in begutachteter zeitschriftenartiger Reihe
Brunzel, Marko;  Spiliopoulou, Myra 

Discovering multi terms and co-hyponymy from XHTML documents with XTREEM
In: Knowledge discovery from XML documents. - Berlin [u.a.] : Springer, S. 22-32, 2006 - (Lecture notes in computer science; 3915) ; Kongress: KDXD 2006; 1(Singapore) (Singapore) : 2006.04.09 ; International Workshop on Knowledge Discovery from XML Documents; 1 (Singapore) : 2006.04.09

Brunzel, Marko;  Spiliopoulou, Myra 

Discovering semantic sibling associations from web documents with XTREEM-SP
In: Data warehousing and knowledge discovery. - Berlin [u.a.] : Springer, S. 469-480, 2006 - (Lecture notes in computer science; 4081) ; Kongress: DaWaK; 8 (Krakow) : 2006.09.04-08 ; International Conference on Data Warehousing and Knowledge Discovery; 8 (Krakow) : 2006.09.04-08

Brunzel, Marko;  Spiliopoulou, Myra 

Discovering semantic sibling groups from web documents with XTREEM-SG
In: Managing knowledge in a world of networks. - Berlin [u.a.] : Springer, S. 141-157, 2006 - (Lecture notes in computer science; 4248) ; Kongress: EKAW; 15 (Podebrady) : 2006.10.02-06 ; International Conference on Knowledge Engineering and Knowledge Management; 15 (Podebrady) : 2006.10.02-06

Falkowski, Tanja;  Bartelheimer, Jörg;  Spiliopoulou, Myra 

Community dynamics mining
In: 14th European Conference on Information Systems. - Göteborg, insges. 12 S., 2006 ; Kongress: ECIS 2006; 14 (Göteborg, Sweden) : 2006.06.12-14

Schult, Rene;  Spiliopoulou, Myra 

Discovering emerging topics in unlabelled text collections
In: Advances in databases and information systems. - Berlin [u.a.] : Springer, S. 353-366, 2006 - (Lecture notes in computer science; 4152) ; Kongress: ADBIS; 10 (Thessaloniki) : 2006.09.03-07 ; East European Conference on Advances in Databases and Information Systems; 10 (Thessaloniki) : 2006.09.03-07 ; [ADBIS 10]

Spiliopoulou, Myra;  Schaal, Markus;  Müller, Roland M.;  Brunzel, Marko 

Evaluation of ontology enhancement tools
In: Semantics, Web and mining. - Berlin [u.a.] : Springer, S. 132-146, 2006 - (Lecture notes in computer science; 4289)

2005

Buchbeitrag
Falkowski, Tanja;  Koennecke, Christian;  Spiliopoulou, Myra 

Capturing experiences in large-scale product development projects using debriefing.
In: Frick, Andreas (Hrsg.) ; Kerber, Gerrit (Hrsg.) ; Marré, Roland (Hrsg.): Entrepreneurship im Projektmanagement (Konferenz \"InterPM\" Glashütten 2005). - Beiträge. Heidelberg : dpunkt-Verl., 2005, S. 75 - 87

Falkowski, Tanja;  Koennecke, Christian;  Spiliopoulou, Myra 

Debriefings: a knowledge management method to capture lessons learned in large-scale projects.
In: Biethahn, J. (Hrsg.) ; Lackner, A. (Hrsg.) ; Nissen, V. (Hrsg.): Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft (8. Göttinger Symposium Soft Computing Göttingen 14. Juni 2005). - Tagungsband. Göttingen : Univ., 2005, S. 83 - 96

Originalartikel in begutachteter internationaler Zeitschrift
Nasraoui, Olfa (ext.);  Zaiane, Osmar R. (ext.);  Spiliopoulou, Myra;  Mobasher, Bamshad (ext.);  Masand, Brij (ext.);  Yu, Philip S. (ext.) 

WebKDD 2005 : web mining and web usage analysis post-workshop report.
In: SIGKDD explorations [New York, NY] 7(2005), Nr. 2, S. 139 - 142

Originalartikel in begutachteter zeitschriftenartiger Reihe
Mueller, Roland M.;  Spiliopoulou, Myra;  Lenz, Hans-J. (ext.) 

The influence of incentives and culture on knowledge sharing.
In: Institute of Electrical and Electronics Engineers (Veranst.): System sciences (38th annual Hawaii international conference, Big Island, Hawaii, 3-6 January 2005). - proceedings. Los Alamitos, Calif. : IEEE, 2005, S. 1 - 10

Schaal, Markus;  Mueller, Roland M.;  Brunzel, Marko;  Spiliopoulou, Myra 

RELFIN : topic discovery for ontology enhancement and annotation.
In: Gómez-Pérez, Asunción (Hrsg.) ; Euzenat, Jérome (Hrsg.): The semantic web : research and applications (Second European conference, Heraklion, Greece, May 29 - Juni 1, 2005). - proceedings. Berlin : Springer, 2005, S. 608 - 622 (Lecture notes in computer science 3532)

Spiliopoulou, Myra;  Baron, Steffan 

Temporal evolution and local patterns.
In: Morik, Katharina (Hrsg.) ; Boulicaut, Jean-Francois (Hrsg.) ; Siebes, Arno (Hrsg.): Local pattern detection (International seminar Dagstuhl Castle, Germany, April 2004). - revised selected papers. Berlin : Springer, 2005, S. 190 - 206 (Lecture notes in artificial intelligence 3539)

2004

Buchbeitrag
Mueller, Roland M.;  Haiduk, Stephanie (ext.);  Heertsch, Nadine (ext.);  Lenz, Hans-J. (ext.);  Spiliopoulou, Myra 

Studying knowledge trading with a business game.
In: International Society for Computer and their Applications, ISCA (Veranst.): On computer sciences, software engineering, information technology, e-business and applications, CSITeA\'04 (International conference Cairo, Egypt December 27-29, 2004). Cairo : Univ., 2004, [6 Seiten] (CSITeA\'04)

Spiliopoulou, Myra;  Rinaldi, Fabio (ext.);  Black, William J. (ext.);  Zarri, Gian Piero (ext.);  Mueller, Roland M.;  Brunzel, Marko 

Coupling information extraction and data mining for ontology learning in PARMENIDES.
In: Le Centre de Hautes Etudes Internationales d\'Informatique Documentaire C.I.D. (Veranst.): Coupling approaches, coupling media and cuopling languages for information retrieval, RIAO 2004 (Conference Avignon, France April 26-28, 2004). - proceedings. Ballu : C.I.D., 2004, o. S. (RIAO 2004)

Originalartikel in begutachteter internationaler Zeitschrift
Spiliopoulou, Myra 

Overview of the ACM SIGKDD 2004 workshop.
In: SIGKDD explorations [New York, NY] 6(2004), Nr. 2, S. 134 - 135

Originalartikel in begutachteter zeitschriftenartiger Reihe
Baron, Steffan (ext.);  Spiliopoulou, Myra 

Monitoring the evolution of web usage patterns.
In: Berendt, Bettina (Hrsg.) ; ... (Hrsg.) ; Spiliopoulou, Myra (Hrsg.) ; Stumme, Gerd (Hrsg.): Web mining : from web to semantic web (First European web mining forum, EWMF 2003 Cavtat-Dubrovnik, Croatia, September 2003). - invited and selected revised papers. Berlin : Springer, 2004, S. 181 - 200 (Lecture notes in computer science 3209)

Berendt, Bettina (ext.);  Hotho, Andreas (ext.);  Mladenic, Dunja (ext.);  Someren, Marten van (ext.);  Spiliopoulou, Myra;  Stumme, Gerd (ext.) 

A roadmap for web mining : from web to semantic web.
In: Berendt, Bettina (Hrsg.) ; ... (Hrsg.) ; Spiliopoulou, Myra (Hrsg.) ; Stumme, Gerd (Hrsg.): Web mining : from web to semantic web (First European web mining forum, EWMF 2003 Cavtat-Dubrovnik, Croatia, September 2003). - invited and selected revised papers. Berlin : Springer, 2004, S. 1 - 22 (Lecture notes in computer science 3209)

Folkens, Folker;  Spiliopoulou, Myra 

Towards an evaluation framework for knowledge management systems.
In: Kragiannis, Dimitris (Hrsg.) ; Reimer, Ulrich (Hrsg.): Practical aspects of knowledge management (5th International conference Vienna, Austria, December 2004). - proceedings. Berlin : Springer, 2004, 23 - 34 (Lecture notes in artificial intelligence 3336)

Graubitz, Henner;  Spiliopoulou, Myra 

Deriving multiple topics to label small document regions.
In: Kamayashi, Yahiko (Hrsg.) ; Mohania, Mukesh (Hrsg.) ; Wöß, Wolfram (Hrsg.): Data warehousing and knowledge discovery (6th International conference, DaWaK 2004 Zaragoza, Spain, September 2004). - proceedings. Berlin : Springer, 2004, S. 289 - 298 (Lecture notes in computer science 3181)

2003

Buchbeitrag
Schulz, Anja (ext.);  Spiliopoulou, Myra;  Winkler, Karsten (ext.) 

Kursrelevanzprognose von Ad-hoc-Meldungen : Text Mining wider die Informationsüberlastung im Mobile Banking.
In: Uhr, Wolfgang (Hrsg.) ; Esswein, Werner (Hrsg.) ; Schoop, Eric (Hrsg.): Wirtschaftsinformatik 2003 : Medien, Märkte, Mobilität. Bd. 2. Heidelberg : Physica-Verl., 2003, S. 181 - 200. - 6. Internationale Tagung Wirtschaftsinformatik, WI 2003 ... vom 17. - 19. September and der Technischen Universität Dresden

Originalartikel in begutachteter zeitschriftenartiger Reihe
Baron, Steffan;  Spiliopoulou, Myra;  Guenther, Oliver (ext.) 

Efficient montoring of patters in data mining environment.
In: Kalinichenko, Leonid (Hrsg.) ; ... (Hrsg.): Advances in databases and information systems, ADBIS 2003(7th east european conference Dresden, Germany September 2003). - proceedings. Berlin : Springer, 2003, S. 253 - 265 (Lecture notes in computer science 2798)

2001

Artikel in Kongressband
Graubitz, Henner (ext.);  Winkler, Karsten (ext.);  Spiliopoulou, Myra 

Semantic tagging pf domain-specific text documents with DIASsDEM.
In: Saake, Gunter (Hrsg.) ; Sattler, Kai-Uwe (Hrsg.) ; Balko, Sören (Hrsg.): Databases, documents, and information fusion, DBfusion 2001 (1st international workshop Gommern, 03 May - 04 May 2001). - proceedings. Gommern, 2001, S. 61 - 72

Buchbeitrag
Spiliopoulou, Myra;  Berendt, Bettina (ext.) 

Kontrolle der Präsentation und Vermarktung von Gütern im WWW.
In: Hippner, Hajo (Hrsg.) ; Küsters, Ulrich (Hrsg.) ; Meyer, Matthias (Hrsg.) ; Wilde, Klaus (Hrsg.): Handbuch Data Mining im Marketing : Knowledge Discovery in Marketing Databases. Braunschweig : Vieweg, 2001, Kap. 33, S. 855 - 873

Spiliopoulou, Myra 

Web usage mining : Data Mining über die Nutzung des Web.
In: Hippner, Hajo (Hrsg.) ; Küsters, Ulrich (Hrsg.) ; Meyer, Matthias (Hrsg.) ; Wilde, Klaus (Hrsg.): Handbuch Data Mining im Marketing : Knowledge Discovery in Marketing Databases. Braunschweig : Vieweg, 2001, Kap. 13, S. 489 - 510

Originalartikel in begutachteter internationaler Zeitschrift
Spiliopoulou, Myra;  Pohle, Carsten (ext.) 

Data mining for measuring and improving the success of web sites.
In: Data mining and knowledge discovery [Boston, Mass.] 5(2001), S. 85 - 114

Kooperationen
  • Sabanc&305; University Istanbul
  • Ludwig-Maximilians-Universität München
  • Volkswagen
  • Aristotle University of Thessaloniki
  • Karl-Franzens-Universität Graz
  • Prudsys AG
  • Ernst-Moritz-Arndt-Universität Greifswald
  • Center of Biomedical Technology, Madrid, Spain
  • Polytecnical University of Madrid, Spain
  • University of Porto, Portugal
  • Universitätsklinikum Magdeburg
  • Orange Labs (France Telecom R&D)
  • LIN - Leibniz Institut für Neurobiologie Magdeburg
  • Leibniz Universität Hannover
  • Universitätsklinikum Regensburg
  • Universität Bielefeld
  • ifak system GmbH
Profil
Der Name der Arbeitsgruppe Wirtschaftsinformatik II - KMD- steht für - Knowledge Management & Discovery-, also für die Entdeckung und Verwaltung von Wissen. Der Schwerpunkt liegt auf Data Mining Methoden für die Extraktion von entscheidungsrelevantem Wissen aus Daten.

Schwerpunkt der Arbeitsgruppe KMD ist die Analyse von dynamischen Daten. Wir entwickeln Methoden zur Adaption und Monitoring von Modellen auf dynamisch komplexen Daten. Unsere Anwendungsgebiete sind Kundenprofiling ( insb. für Empfehlungsmaschinen ) und Analyse von medizinischen Daten.
Service
Methoden und Lösungen für die Analyse von:
  • Web Daten
  • Kundendaten
  • Datenströmen
  • medizinischen Daten
Datenanalyse für Empfehlungsmaschinen.
Vita
09/82 - 06/86 Studium der Mathematik an der Universität Athen 
09/86 - 01/89 Datenbank-Programmierung in Unternehmen 
01/89 - 11/94 Wissenschaftliche Mitarbeiterin an der Informatik der Universität Athen 
1992: Promotion in der Informatik an der Universität Athen zum Thema der parallelen Anfrageoptimierung 
12/94 - 08/2000 Wissenschaftliche Mitarbeiterin (C1) am Institut für Wirtschaftsinformatik, Humboldt-Universität zu Berlin 
06/2000: Habilitation in der Wirtschaftsinformatik 
09/2000 - 03/2001  Gastprofessorin der Wirtschaftsinformatik an der ITI/FIN, Otto-von-Guericke-Universität Magdeburg 
04/2001 - 01/2003  Professorin der "Wirtschaftsinformatik des E-Business" an der Handelshochschule Leipzig (HHL) 
seit 02/2003  Professorin der Wirtschaftsinformatik an der ITI/FIN, Otto-von-Guericke-Universität Magdeburg
 
Presse
Prof. Myra Spiliopoulou ist Wirtschaftsinformatikprofessorin und leitet die Arbeitsgruppe "Knowledge Management and Discovery" (KMD). Der Name der Arbeitsgruppe Wirtschaftsinformatik II - KMD- steht für - Knowledge Management & Discovery-, also für die Entdeckung und Verwaltung von Wissen. Der Schwerpunkt liegt auf Data Mining Methoden für die Extraktion von entscheidungsrelevantem Wissen aus Daten.Schwerpunkt der Arbeitsgruppe KMD ist die Analyse von dynamischen Daten. Wir entwickeln Methoden zur Adaption und Monitoring von Modellen auf dynamisch komplexen Daten. Unsere Anwendungsgebiete sind Kundenprofiling ( insb. für Empfehlungsmaschinen ) und Analyse von medizinischen Daten.

Letzte Änderung: 28.08.2017 - Ansprechpartner:

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