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1

Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning

Ntoutsi, Eirini, Schubert, Erich, Zimek, Arthur, Zimmermann, Albrecht

Journal:

Year:

2020

File:

PDF, 156 KB

2020

2

Tracking the history and evolution of entities: entity-centric temporal analysis of large social media archives

Fafalios, Pavlos, Iosifidis, Vasileios, Stefanidis, Kostas, Ntoutsi, Eirini

Journal:

International Journal on Digital Libraries

Year:

2018

Language:

english

File:

PDF, 1.11 MB

english, 2018

3

Bias in dataâdriven artificial intelligence systemsâAn introductory survey

Ntoutsi, Eirini, Fafalios, Pavlos, Gadiraju, Ujwal, Iosifidis, Vasileios, Nejdl, Wolfgang, Vidal, MariaâEsther, Ruggieri, Salvatore, Turini, Franco, Papadopoulos, Symeon, Krasanakis, Emmanouil, Komp

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2020

Language:

english

File:

PDF, 1.91 MB

english, 2020

4

An evaluation of data stream clustering algorithms

Mansalis, Stratos, Ntoutsi, Eirini, Pelekis, Nikos, Theodoridis, Yannis

Journal:

Statistical Analysis and Data Mining

Year:

2018

Language:

english

File:

PDF, 2.17 MB

english, 2018

5

[IEEE 2018 IEEE International Conference on Big Knowledge (ICBK) - Singapore (2018.11.17-2018.11.18)] 2018 IEEE International Conference on Big Knowledge (ICBK) - Reinforcement Learning Based Decision Tree Induction Over Data Streams with Concept Drifts

Blake, Christopher, Ntoutsi, Eirini

Year:

2018

Language:

english

File:

PDF, 1.02 MB

english, 2018

6

Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning

Ntoutsi, Eirini, Schubert, Erich, Zimek, Arthur, Zimmermann, Albrecht

Journal:

Year:

2020

File:

PDF, 80 KB

2020

7

[IEEE 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) - Scalable Online-Offline Stream Clustering in Apache Spark

Backhoff, Omar, Ntoutsi, Eirini

Year:

2016

Language:

english

File:

PDF, 698 KB

english, 2016

8

[ACM Press the 8th International Conference - Novi Sad, Serbia (2018.06.25-2018.06.27)] Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics - WIMS '18 - Enriching Lexicons with Ephemeral Words for Sentiment Analysis in Social Streams

Melidis, Damianos P., Campero, Alvaro Veizaga, Iosifidis, Vasileios, Ntoutsi, Eirini, Spiliopoulou, Myra

Year:

2018

Language:

english

File:

PDF, 768 KB

english, 2018

9

[ACM Press the 27th ACM International Conference - Torino, Italy (2018.10.22-2018.10.26)] Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18 - Learning under Feature Drifts in Textual Streams

Melidis, Damianos P., Spiliopoulou, Myra, Ntoutsi, Eirini

Year:

2018

Language:

english

File:

PDF, 2.20 MB

english, 2018

10

The Effect of Fire on Building Materials: The Case-Study of the Varnakova Monastery Cells in Central Greece

Delegou, Ekaterini T., Apostolopoulou, Maria, Ntoutsi, Ioanna, Thoma, Marina, Keramidas, Vasileios, Papatrechas, Christos, Economou, George, Moropoulou, Antonia

Journal:

Year:

2019

Language:

english

File:

PDF, 13.33 MB

english, 2019

11

Sentiment analysis on big sparse data streams with limited labels

Iosifidis, Vasileios, Ntoutsi, Eirini

Journal:

Knowledge and Information Systems

Year:

2019

Language:

english

File:

PDF, 5.54 MB

english, 2019

12

The Panda framework for comparing patterns

Ilaria Bartolini, Paolo Ciaccia, Irene Ntoutsi, Marco Patella, Yannis Theodoridis

Journal:

Data & Knowledge Engineering

Year:

2009

Language:

english

File:

PDF, 466 KB

english, 2009

13

[IEEE 2011 IEEE 5th International Conference on Internet Multimedia Systems Architecture and Application (IMSAA) - Bangalore, Karnataka, India (2011.12.12-2011.12.13)] 2011 IEEE 5th International Conference on Internet Multimedia Systems Architecture and Application - Density-based community detection in social networks

Subramani, Kumar, Velkov, Alexander, Ntoutsi, Irene, Kroger, Peer, Kriegel, Hans-Peter

Year:

2011

Language:

english

File:

PDF, 475 KB

english, 2011

14

Discovering and monitoring product features and the opinions on them with OPINSTREAM

Zimmermann, Max, Ntoutsi, Eirini, Spiliopoulou, Myra

Journal:

Year:

2015

Language:

english

File:

PDF, 751 KB

english, 2015

15

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - Revealing Cluster Formation over Huge Volatile Robotic Data

Mitsou, Nikos, Ntoutsi, Irene, Wollherr, Dirk, Tzafestas, Costas, Kriegel, Hans-Peter

Year:

2011

Language:

english

File:

PDF, 887 KB

english, 2011

16

[IEEE Comput. Soc 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002) - Washington, DC, USA (4-6 Nov. 2002)] 14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. - Interactive verification of game design and playing strategies

Kalles, D., Ntoutsi, E.

Year:

2002

Language:

english

File:

PDF, 359 KB

english, 2002

17

[IEEE 14th International Symposium on Temporal Representation and Reasoning (TIME'07) - Alicante, Spain (2007.06.28-2007.06.30)] 14th International Symposium on Temporal Representation and Reasoning (TIME'07) - Similarity Search in Trajectory Databases

Pelekis, Nikos, Kopanakis, Ioannis, Marketos, Gerasimos, Ntoutsi, Irene, Andrienko, Gennady, Theodoridis, Yannis

Year:

2007

Language:

english

File:

PDF, 318 KB

english, 2007

18

[ACM Press the Seventh ACM International Workshop - Vancouver, Canada (2008.06.13-2008.06.13)] Proceedings of the Seventh ACM International Workshop on Data Engineering for Wireless and Mobile Access - MobiDE '08 - Building real-world trajectory warehouses

Marketos, Gerasimos, Frentzos, Elias, Ntoutsi, Irene, Pelekis, Nikos, Raffaetà, Alessandra, Theodoridis, Yannis

Year:

2008

Language:

english

File:

PDF, 740 KB

english, 2008

19

[IEEE 2007 IEEE 23rd International Conference on Data Engineering Workshop - Istanbul, Turkey (2007.04.17-2007.04.20)] 2007 IEEE 23rd International Conference on Data Engineering Workshop - Mining Trajectory Databases via a Suite of Distance Operators

Pelekis, Nikos, Kopanakis, Ioannis, Ntoutsi, Irene, Marketos, Gerasimos, Theodoridis, Yannis

Year:

2007

Language:

english

File:

PDF, 1.71 MB

english, 2007

20

[IEEE 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012) - Istanbul (2012.08.26-2012.08.29)] 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - Monitoring User Evolution in Twitter

Lauschke, C., Ntoutsi, E.

Year:

2012

Language:

english

File:

PDF, 241 KB

english, 2012

21

[IEEE 2014 IEEE International Conference on Data Mining Workshop (ICDMW) - Shenzhen, China (2014.12.14-2014.12.14)] 2014 IEEE International Conference on Data Mining Workshop - A Semi-Supervised Self-Adaptive Classifier over Opinionated Streams

Zimmerann, Max, Ntoutsi, Eirini, Spiliopoulou, Myra

Year:

2014

Language:

english

File:

PDF, 2.79 MB

english, 2014

22

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - MONIC

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

Year:

2006

Language:

english

File:

PDF, 813 KB

english, 2006

23

Extracting opinionated (sub)features from a stream of product reviews using accumulated novelty and internal re-organization

Zimmermann, Max, Ntoutsi, Eirini, Spiliopoulou, Myra

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 4.80 MB

english, 2015

24

Clustering high dimensional data

Kriegel, Hans-Peter, Ntoutsi, Eirini

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2014

Language:

english

File:

PDF, 1.13 MB

english, 2014

25

[ACM Press the 14th ACM SIGKDD international conference - Las Vegas, Nevada, USA (2008.08.24-2008.08.27)] Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 - Pattern-Miner

Kotsifakos, Evangelos E., Ntoutsi, Irene, Vrahoritis, Yannis, Theodoridis, Yannis

Year:

2008

Language:

english

File:

PDF, 559 KB

english, 2008

26

[ACM Press the 29th Annual ACM Symposium - Gyeongju, Republic of Korea (2014.03.24-2014.03.28)] Proceedings of the 29th Annual ACM Symposium on Applied Computing - SAC '14 - Adaptive semi supervised opinion classifier with forgetting mechanism

Zimmermann, Max, Ntoutsi, Eirini, Spiliopoulou, Myra

Year:

2014

Language:

english

File:

PDF, 3.29 MB

english, 2014

27

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - "Strength Lies in Differences"

Ntoutsi, Eirini, Stefanidis, Kostas, Rausch, Katharina, Kriegel, Hans-Peter

Year:

2014

Language:

english

File:

PDF, 1.68 MB

english, 2014

28

[ACM Press the 27th Annual ACM Symposium - Trento, Italy (2012.03.26-2012.03.30)] Proceedings of the 27th Annual ACM Symposium on Applied Computing - SAC '12 - Discovering global and local bursts in a stream of news

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

Year:

2012

Language:

english

File:

PDF, 686 KB

english, 2012

29

[ACM Press the 27th International Conference - La Jolla, California (2015.06.29-2015.07.01)] Proceedings of the 27th International Conference on Scientific and Statistical Database Management - SSDBM '15 - Online template matching over a stream of digitized documents

Stockerl, Michael, Ringlstetter, Christoph, Schubert, Matthias, Ntoutsi, Eirini, Kriegel, Hans-Peter

Year:

2015

Language:

english

File:

PDF, 1.75 MB

english, 2015

30

[IEEE 2015 IEEE International Conference on Big Data (Big Data) - Santa Clara, CA, USA (2015.10.29-2015.11.1)] 2015 IEEE International Conference on Big Data (Big Data) - Top-k computations in MapReduce: A case study on recommendations

Efthymiou, Vasilis, Stefanidis, Kostas, Ntoutsi, Eirini

Year:

2015

Language:

english

File:

PDF, 247 KB

english, 2015

31

Traffic mining in a road-network: How does the traffic flow?

Ntoutsi, Irene, Mitsou, Nikos, Marketos, Gerasimos

Journal:

International Journal of Business Intelligence and Data Mining

Year:

2008

Language:

english

File:

PDF, 272 KB

english, 2008

32

[ACM Press the Workshop - Hannover, Germany (2016.05.22-2016.05.25)] Proceedings of the Workshop on Data-Driven Innovation on the Web - DDI '16 - Recommendations beyond the ratings matrix

Ntoutsi, Eirini, Stefanidis, Kostas

Year:

2016

Language:

english

File:

PDF, 443 KB

english, 2016

33

[ACM Press the 27th International Conference - La Jolla, California (2015.06.29-2015.07.01)] Proceedings of the 27th International Conference on Scientific and Statistical Database Management - SSDBM '15 - Data mining for isotopic mapping of bioarchaeological finds in a central european alpine passage

Mauder, Markus, Ntoutsi, Eirini, Kröger, Peer, Grupe, Gisela

Year:

2015

Language:

english

File:

PDF, 791 KB

english, 2015

34

[IEEE 2016 IEEE 12th International Conference on e-Science (e-Science) - Baltimore, MD, USA (2016.10.23-2016.10.27)] 2016 IEEE 12th International Conference on e-Science (e-Science) - Applying data mining methods for the analysis of stable isotope data in bioarchaeology

Mauder, Markus, Ntoutsi, Eirini, Kroger, Peer, Mayr, Christoph, Grupe, Gisela, Toncala, Anita, Holzl, Stefan

Year:

2016

Language:

english

File:

PDF, 3.61 MB

english, 2016

35

[ACM Press the 23rd ACM SIGKDD International Conference - Halifax, NS, Canada (2017.08.13-2017.08.17)] Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17 - Large Scale Sentiment Learning with Limited Labels

Iosifidis, Vasileios, Ntoutsi, Eirini

Year:

2017

Language:

english

File:

PDF, 1.30 MB

english, 2017

36

Significance and Limitations of Stable Oxygen Isotope Ratios in the Apatite Phosphate of Archaeological Vertebrate Finds for Provenance Analysis in an Alpine Reference Region

Mauder, M., Ntoutsi, E., Kröger, P., Mayr, C., Toncala, A., Hölzl, S., Grupe, G.

Journal:

Year:

2018

Language:

english

File:

PDF, 821 KB

english, 2018

37

[ACM Press the 33rd Annual ACM Symposium - Pau, France (2018.04.09-2018.04.13)] Proceedings of the 33rd Annual ACM Symposium on Applied Computing - SAC '18 - Predicting polarities of entity-centered documents without reading their contents

Beyer, Christian, Niemann, Uli, Unnikrishnan, Vishnu, Ntoutsi, Eirini, Spiliopoulou, Myra

Year:

2018

Language:

english

File:

PDF, 1.22 MB

english, 2018

38

NDT as a monitoring tool of the works progress and the assessment of materials and rehabilitation interventions at the Holy Aedicule of the Holy Sepulchre

Alexakis, Emm., Delegou, E.T., Lampropoulos, K.C., Apostolopoulou, M., Ntoutsi, I., Moropoulou, A.

Journal:

Construction and Building Materials

Year:

2018

Language:

english

File:

PDF, 8.68 MB

english, 2018

39

[Society for Industrial and Applied Mathematics Proceedings of the 2008 SIAM International Conference on Data Mining - ()] Proceedings of the 2008 SIAM International Conference on Data Mining - A general framework for estimating similarity of datasets and decision trees: exploring semantic similarity of decision trees

Ntoutsi, Irene, Kalousis, Alexandros, Theodoridis, Yannis

Language:

english

File:

PDF, 418 KB

english

40

[IEEE 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) - Turin, Italy (2018.10.1-2018.10.3)] 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) - Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity

Beyer, Christian, Unnikrishnan, Vishnu, Matuszyk, Pawel, Niemann, Uli, Pryss, Rudiger, Schlee, Winfried, Ntoutsi, Eirini, Spiliopoulou, Myra

Year:

2018

Language:

english

File:

PDF, 10 KB

english, 2018

41

[IEEE 2019 IEEE International Conference on Big Data (Big Data) - Los Angeles, CA, USA (2019.12.9-2019.12.12)] 2019 IEEE International Conference on Big Data (Big Data) - FAE: A Fairness-Aware Ensemble Framework

Iosifidis, Vasileios, Fetahu, Besnik, Ntoutsi, Eirini

Year:

2019

File:

PDF, 1.29 MB

2019

42

Active feature acquisition on data streams under feature drift

Beyer, Christian, BÃ¼ttner, Maik, Unnikrishnan, Vishnu, Schleicher, Miro, Ntoutsi, Eirini, Spiliopoulou, Myra

Journal:

annals of telecommunications - annales des télécommunications

Year:

2020

File:

PDF, 718 KB

2020

43

Resource management for model learning at entity level

Beyer, Christian, Unnikrishnan, Vishnu, BrÃ¼ggemann, Robert, Toulouse, Vincent, Omar, Hafez Kader, Ntoutsi, Eirini, Spiliopoulou, Myra

Journal:

annals of telecommunications - annales des télécommunications

Year:

2020

File:

PDF, 1.80 MB

2020

44

[IEEE 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) - Madrid, Spain (2020.7.13-2020.7.17)] 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) - Taxi Demand Prediction using an LSTM-Based Deep Sequence Model and Points of Interest

Askari, Bahman, Le Quy, Tai, Ntoutsi, Eirini

Year:

2020

File:

PDF, 450 KB

2020

45

Induction of decision trees in numeric domains using set-valued attributes

Kalles, Dimitrios, Papagelis, Athanasios, Ntoutsi, Eirini

Journal:

Intelligent Data Analysis

Year:

2000

File:

PDF, 718 KB

2000