Humanistics Data Mining Research

2018

Andreas Kanavos, Isidoros Perikos, Ioannis Hatzilygeroudis, Athanasios K. Tsakalidis:
Emotional community detection in social networks. Computers & Electrical Engineering 65: 449-460 (2018)

2017

Andreas Kanavos, Nikolaos Nodarakis, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas:
Large Scale Implementations for Twitter Sentiment Classification. Algorithms 10(1): 33 (2017)

Georgios Drakopoulos, Andreas Kanavos, Konstantinos Tsakalidis:
Fuzzy Random Walkers with Second Order Bounds: An Asymmetric Analysis. Algorithms 10(2): 40 (2017)

Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Andreas Kanavos, Spyros Sioutas, Athanasios K. Tsakalidis:
Detecting Perturbed Subpathways towards Mouse Lung Regeneration Following H1N1 Influenza Infection. Computation 5(2): 20 (2017)

Georgios Drakopoulos, Andreas Kanavos, Ioannis Karydis, Spyros Sioutas, Aristidis G. Vrahatis:
Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents. Computation 5(3): 34 (2017)

Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas:
Defining and evaluating Twitter influence metrics: a higher-order approach in Neo4j. Social Netw. Analys. Mining 7(1): 52:1-52:14 (2017)

Nickie Lefevr, Spiridoula V. Margariti, Andreas Kanavos, Athanasios K. Tsakalidis:
An Implementation of Disease Spreading over Biological Networks. EANN 2017: 559-569

Eirini Chioti, Elias Dritsas, Andreas Kanavos, Xenophon Liapakis, Spyros Sioutas, Athanasios K. Tsakalidis:
Bloom Filters for Efficient Coupling Between Tables of a Database. EANN 2017: 596-608

Alaa Mohasseb, Mohamed Bader-El-Den, Andreas Kanavos, Mihaela Cocea:
Web Queries Classification Based on the Syntactical Patterns of Search Types. SPECOM 2017: 809-819

Andreas Kanavos, Georgios Drakopoulos, Athanasios K. Tsakalidis:
Graph Community Discovery Algorithms in Neo4j with a Regularization-based Evaluation Metric. WEBIST 2017: 403-410

2016

Andreas Kanavos, Christos Makris, Yannis Plegas, Evangelos Theodoridis:
Ranking Web Search Results Exploiting Wikipedia. International Journal on Artificial Intelligence Tools 25(3): 1-26 (2016)

Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos, Christos Makris:
A Fuzzy Graph Framework for Initializing k-Means. International Journal on Artificial Intelligence Tools 25(6): 1-21 (2016)

Alexandros Baltas, Andreas Kanavos, Athanasios K. Tsakalidis:
An Apache Spark Implementation for Sentiment Analysis on Twitter Data. ALGOCLOUD 2016: 15-25

Spyros Sioutas, Phivos Mylonas, Alexandros Panaretos, Panagiotis Gerolymatos, Dimitrios Vogiatzis, Eleftherios Karavaras, Thomas Spitieris, Andreas Kanavos:
Survey of Machine Learning Algorithms on Spark Over DHT-based Structures. ALGOCLOUD 2016: 146-156

Ioannis Karydis, Spyros Sioutas, Markos Avlonitis, Phivos Mylonas, Andreas Kanavos:
A Survey on Big Data and Collective Intelligence. ALGOCLOUD 2016: 169-181

Stavros Anastasios Iakovou, Andreas Kanavos, Athanasios K. Tsakalidis:
Customer Behaviour Analysis for Recommendation of Supermarket Ware. AIAI 2016: 471-480

Georgios Drakopoulos, Andreas Kanavos:
Tensor-based document retrieval over Neo4j with an application to PubMed mining. IISA 2016: 1-6

Andreas Kanavos, Stellatos Metaxas, Athanasios K. Tsakalidis:
Weighting Public Mood via Microblogging Analysis. PCI 2016: 45

Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis:
A Neo4j Implementation of Fuzzy Random Walkers. SETN 2016: 9:1-9:8

George Volis, Christos Makris, Andreas Kanavos:
Two Novel Techniques for Space Compaction on Biological Sequences. WEBIST (1) 2016: 105-112

Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis: Evaluating Twitter Influence Ranking with System Theory. WEBIST (1) 2016: 113-120

Andreas Kanavos, Isidoros Perikos, Ioannis Hatzilygeroudis, Athanasios K. Tsakalidis: Integrating User's Emotional Behavior for Community Detection in Social Networks. WEBIST (1) 2016: 355-362

Ioannis Kokotinis, Marios Kendea, Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Yannis Panagis:NSM-Tree: Efficient Indexing on Top of NoSQL Databases. ALGOCLOUD 2016: 3-14

Nikolaos Nodarakis, Angeliki Rapti, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas, Yannis Panagis: (A)kNN Query Processing on the Cloud: A Survey. ALGOCLOUD 2016: 26-40

Christina S. Kyrkou, Phivos Mylonas, Evaggelos Spyrou, Spyros Sioutas, Angeliki Rapti, Dimitrios Tsolis: Evaluating Clustering Algorithms on a Multimedia Metadata Dataset. PCI 2016: 81

Aristidis G. Vrahatis, Angeliki Rapti, Spyros Sioutas and Athanasios Tsakalidis. A graph-based algorithm for the identication of perturbed subpathways caused by complex diseases In the Proceedings of the Genedis 2016 Conference.

2015

Andreas Kanavos, Christos Makris, Evangelos Theodoridis:
Topic Categorization of Biomedical Abstracts. International Journal on Artificial Intelligence Tools 24(1) (2015)

Andreas Kanavos, Eleanna Kafeza, Christos Makris:
Can We Rank Emotions? A Brand Love Ranking System for Emotional Terms. BigData Congress 2015: 71-78

Velissarios Zamparas, Andreas Kanavos, Christos Makris:
Real Time Analytics for Measuring User Influence on Twitter. ICTAI 2015: 591-597

Andreas Kanavos, Isidoros Perikos:
Towards detecting emotional communities in Twitter. RCIS 2015: 524-525

Panagiotis Gourgaris, Andreas Kanavos, Christos Makris, Georgios Perrakis:
Review-based Entity-ranking Refinement. WEBIST 2015: 402-410

Marios Kendea, Vassiliki Gkantouna, Angeliki Rapti, Spyros Sioutas, Giannis Tzimas, Dimitrios Tsolis:
Graph DBs vs. Column-Oriented Stores: A Pure Performance Comparison. ALGOCLOUD 2015: 62-74

Angeliki Rapti, Dimitrios Tsolis, Spyros Sioutas, Athanasios K. Tsakalidis:
A Survey: Mining Linked Cultural Heritage Data. EANN Workshops 2015: 24:1-24:6

Angeliki Rapti, Spyros Sioutas, Kostas Tsichlas, Giannis Tzimas:
Virus Propagation in Multiple Profile Networks. KDD 2015: 975-984

2014

Eleanna Kafeza, Andreas Kanavos, Christos Makris, Pantelis Vikatos:
T-PICE: Twitter Personality Based Influential Communities Extraction System. BigData Congress 2014: 212-219

Andreas Kanavos, Evangelos Theodoridis, Athanasios K. Tsakalidis:
A PubMed Meta Search Engine Based on Biomedical Entity Mining. DEXA Workshops 2014: 82-86

Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios K. Tsakalidis:
Conversation Emotional Modeling in Social Networks. ICTAI 2014: 478-484

Eleanna Kafeza, Andreas Kanavos, Christos Makris, Pantelis Vikatos:
Predicting Information Diffusion Patterns in Twitter. AIAI 2014: 79-89

Andreas Kanavos, Isidoros Perikos, Pantelis Vikatos, Ioannis Hatzilygeroudis, Christos Makris, Athanasios K. Tsakalidis:
Modeling ReTweet Diffusion Using Emotional Content. AIAI 2014: 101-110

Klev Diamanti, Andreas Kanavos, Christos Makris, Thodoris Tokis:
Handling Weighted Sequences Employing Inverted Files and Suffix Trees. WEBIST (2) 2014: 231-238

2013

Andreas Kanavos, Christos Makris, Yannis Plegas, Evangelos Theodoridis:
Extracting Knowledge from Web Search Engine Using Wikipedia. EANN (2) 2013: 100-109

Eleanna Kafeza, Andreas Kanavos, Christos Makris, Dickson K. W. Chiu:
Identifying Personality-Based Communities in Social Networks. ER Workshops 2013: 7-13

2012

Andreas Kanavos, Evangelos Theodoridis, Athanasios K. Tsakalidis:
Extracting Knowledge from Web Search Engine Results. ICTAI 2012: 860-867

Andreas Kanavos, Christos Makris, Evangelos Theodoridis:
On Topic Categorization of PubMed Query Results. AIAI (2) 2012: 556-565

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