Andreas Kanavos

ORCID

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 111

Top Venues

Publications

Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
Decoding Gender on Social Networks: An In-depth Analysis of Language in Online Discussions Using Natural Language Processing and Machine Learning. BigData (2023)
Christina Saravanos, Andreas Kanavos
Forecasting Stock Market Alternations Using Social Media Sentiment Analysis and Deep Neural Networks. IISA (2023)
Jayashree Piri, Puspanjali Mohapatra, Raghunath Dey, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos
Literature Review on Hybrid Evolutionary Approaches for Feature Selection. Algorithms 16 (3) (2023)
Andreas Kanavos, Phivos Mylonas
Deep Learning Analysis of Histopathology Images for Breast Cancer Detection: A Comparative Study of ResNet and VGG Architectures. SMAP (2023)
Maria I. Klouvidaki, Nikos Antonopoulos, Georgios D. Styliaras, Andreas Kanavos
Virtual Restaurants: Customer Experience Keeps Their Businesses Alive. Inf. 14 (7) (2023)
Annwesha Banerjee Majumder, Somsubhra Gupta, Dharmpal Singh, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos, Panayiotis E. Pintelas
Heart Disease Prediction Using Concatenated Hybrid Ensemble Classifiers. Algorithms 16 (12) (2023)
Cheena Mohanty, Sakuntala Mahapatra, Biswaranjan Acharya, Fotis Kokkoras, Vassilis C. Gerogiannis, Ioannis Karamitsos, Andreas Kanavos
Using Deep Learning Architectures for Detection and Classification of Diabetic Retinopathy. Sensors 23 (12) (2023)
Despoina Mouratidis, Katia Kermanidis, Andreas Kanavos
Comparative Study of Recurrent and Dense Neural Networks for Classifying Maritime Terms. IISA (2023)
Andreas Kanavos, Nikos Antonopoulos, Alaa Mohasseb, Phivos Mylonas
Analyzing Public Sentiment Towards the Covid-19 Pandemic: A Twitter-Based Sentiment Analysis and Machine Learning Approach. SMAP (2023)
Vivek Kumar Prasad, Debabrata Dansana, Madhuri D. Bhavsar, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos
Efficient Resource Utilization in IoT and Cloud Computing. Inf. 14 (11) (2023)
Andreas Kanavos, Ioannis Karamitsos, Alaa Mohasseb
Exploring Clustering Techniques for Analyzing User Engagement Patterns in Twitter Data. Comput. 12 (6) (2023)
Shubham Mathesul, Debabrata Swain, Santosh Kumar Satapathy, Ayush Rambhad, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos
COVID-19 Detection from Chest X-ray Images Based on Deep Learning Techniques. Algorithms 16 (10) (2023)
Andreas Kanavos, Ioannis Karamitsos, Alaa Mohasseb, Vassilis C. Gerogiannis
Comparative Study of Machine Learning Algorithms and Text Vectorization Methods for Fake News Detection. IISA (2023)
Christos Didachos, Andreas Kanavos
Extracting Knowledge from Recombinations of SMILES Representations. AIAI Workshops (2023)
Andreas Kanavos, Nikos Antonopoulos, Ioannis Karamitsos, Phivos Mylonas
A Comparative Analysis of Tweet Analysis Algorithms Using Natural Language Processing and Machine Learning Models. SMAP (2023)
Christina Saravanos, Andreas Kanavos
Forecasting Stock Market Alternations Using Social Media Sentiment Analysis and Regression Techniques. AIAI Workshops (2023)
Manav Garg, Pranshav Gajjar, Pooja Shah, Madhu Shukla, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos
Comparative Analysis of Deep Learning Architectures and Vision Transformers for Musical Key Estimation. Inf. 14 (10) (2023)
Eirini Mathe, Despoina Mouratidis, Yorghos Voutos, Katia Kermanidis, Phivos Mylonas, Andreas Kanavos
ShipQuest: A Bottom-Up Approach for Building a Modern Greek Maritime Ontology. SMAP (2023)
Andreas Kanavos, Gerasimos Vonitsanos, Phivos Mylonas
Clustering High-Dimensional Social Media Datasets sutilizing Graph Mining. Big Data (2022)
Despoina Mouratidis, Eirini Mathe, Yorghos Voutos, Klio Stamou, Katia Lida Kermanidis, Phivos Mylonas, Andreas Kanavos
Domain-Specific Term Extraction: A Case Study on Greek Maritime Legal Texts. SETN (2022)
Christos Didachos, Dionisis Panagiotis Kintos, Manolis Fousteris, Vassilis C. Gerogiannis, Le Hoang Son, Andreas Kanavos
A Cloud-based Distributed Computing Approach for Extracting Molecular Descriptors. ICACS (2022)
Sotiria Vernikou, Athanasios Lyras, Andreas Kanavos
Multiclass sentiment analysis on COVID-19-related tweets using deep learning models. Neural Comput. Appl. 34 (22) (2022)
Debabrata Swain, Santosh Satapathy, Biswaranjan Acharya, Madhu Shukla, Vassilis C. Gerogiannis, Andreas Kanavos, Dimitris Giakovis
Deep Learning Models for Yoga Pose Monitoring. Algorithms 15 (11) (2022)
Alaa Mohasseb, Andreas Kanavos
Factoid vs. Non-factoid Question Identification: An Ensemble Learning Approach. WEBIST (2022)
Gerasimos Vonitsanos, Yorghos Voutos, Theodor Panagiotakopoulos, Andreas Kanavos, Phivos Mylonas
A Proposed Methodology for Enhancing User Experience in Mobile Applications Design for Cultural Promotion. SEEDA-CECNSM (2022)
Maria Trigka, Andreas Kanavos, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
The Predictive Power of a Twitter User's Profile on Cryptocurrency Popularity. Big Data Cogn. Comput. 6 (2) (2022)
Ioannis Karamitsos, Alaa Mohasseb, Andreas Kanavos
A Graph Mining Method for Characterizing and Measuring User Engagement in Twitter. SMAP (2022)
Elias Dritsas, Maria Trigka, Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
An Apache Spark Implementation for Text Document Clustering. SMAP (2022)
Alaa Mohasseb, Andreas Kanavos
Grammar-Based Question Classification Using Ensemble Learning Algorithms. WEBIST (Revised Selected Papers) (2022)
Deepti Bala Mishra, Biswaranjan Acharya, Dharashree Rath, Vassilis C. Gerogiannis, Andreas Kanavos
A Novel Real Coded Genetic Algorithm for Software Mutation Testing. Symmetry 14 (8) (2022)
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Achilles Kameas
An Apache Spark Framework for IoT-enabled Waste Management in Smart Cities. SETN (2022)
Andreas Kanavos, Yorghos Voutos, Foteini Grivokostopoulou, Phivos Mylonas
Evaluating Methods for Efficient Community Detection in Social Networks. Inf. 13 (5) (2022)
Andreas Kanavos, Fotios Kounelis, Lazaros Iliadis, Christos Makris
Deep learning models for forecasting aviation demand time series. Neural Comput. Appl. 33 (23) (2021)
Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks. AIAI Workshops (2021)
Agorakis Bompotas, Aristidis Ilias, Andreas Kanavos, Panayiotis Kechagias, Panayiotis Arvanitakis, Nikos Zotos, Konstantinos Kovas, Christos Makris
Implementation and Repeatability Aspects Combined with Refactoring for a Reviews Manager System. WEBIST (2021)
Andreas Kanavos, Theodor Panagiotakopoulos, Gerasimos Vonitsanos, Manolis Maragoudakis, Yiannis Kiouvrekis
Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark. IISA (2021)
Christina Saravanos, Georgios Drakopoulos, Andreas Kanavos, Eleanna Kafeza, Christos Makris
Discovering Influential Twitter Authors Via Clustering And Ranking On Apache Storm. IISA (2021)
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis
Forecasting Air Flight Delays and Enabling Smart Airport Services in Apache Spark. AIAI Workshops (2021)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Discovering sentiment potential in Twitter conversations with Hilbert-Huang spectrum. Evol. Syst. 12 (1) (2021)
Elias Dritsas, Maria Trigka, Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
Aspect-Based Community Detection of Cultural Heritage Streaming Data. IISA (2021)
Athanasios Lyras, Sotiria Vernikou, Andreas Kanavos, Spyros Sioutas, Phivos Mylonas
Modeling Credibility in Social Big Data using LSTM Neural Networks. WEBIST (2021)
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Manolis Maragoudakis, Phivos Mylonas
Issues and Challenges associated with Blockchain in Smart Cities. SMAP (2021)
Theodor Panagiotakopoulos, Dimitrios P. Vlachos, Thanasis V. Bakalakos, Andreas Kanavos, Achilles Kameas
A FIWARE-based IoT Framework for Smart Water Distribution Management. IISA (2021)
Agorakis Bompotas, Aristidis Ilias, Andreas Kanavos, Christos Makris, Gerasimos Rompolas, Alkiviadis Savvopoulos
A Sentiment-Based Hotel Review Summarization Using Machine Learning Techniques. AIAI Workshops (2020)
Andreas Kanavos, Panagiota Kotoula, Christos Makris, Lazaros Iliadis
Employing query disambiguation using clustering techniques. Evol. Syst. 11 (2) (2020)
Elias Dritsas, Andreas Kanavos, Maria Trigka, Gerasimos Vonitsanos, Spyros Sioutas, Athanasios K. Tsakalidis
Trajectory Clustering and k-NN for Robust Privacy Preserving k-NN Query Processing in GeoSpark. Algorithms 13 (8) (2020)
Gerasimos Vonitsanos, Elias Dritsas, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Security and Privacy Solutions associated with NoSQL Data Stores. SMAP (2020)
Eleanna Kafeza, Andreas Kanavos, Christos Makris, Georgios Pispirigos, Pantelis Vikatos
T-PCCE: Twitter Personality based Communicative Communities Extraction System for Big Data. IEEE Trans. Knowl. Data Eng. 32 (8) (2020)
Agorakis Bompotas, Aristidis Ilias, Maria Adamopoulos, Andreas Kanavos, Christos Makris, Gerasimos Rompolas, Alkiviadis Savvopoulos
A Sentiment-based Hotel Review Summarization using LSTM Neural Networks. IISA (2020)
Georgios Drakopoulos, Foteini Stathopoulou, Andreas Kanavos, Michael Paraskevas, Giannis Tzimas, Phivos Mylonas, Lazaros Iliadis
A genetic algorithm for spatiosocial tensor clustering. Evol. Syst. 11 (3) (2020)
Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Spyros Sioutas, Gerasimos Vonitsanos
Parametric Evaluation Of Collaborative Filtering Over Apache Spark. SEEDA-CECNSM (2020)
Konstantina Iliopoulou, Andreas Kanavos, Aristidis Ilias, Christos Makris, Gerasimos Vonitsanos
Improving Movie Recommendation Systems Filtering by Exploiting User-Based Reviews and Movie Synopses. AIAI Workshops (2020)
Andreas Kanavos, Gerasimos Vonitsanos, Alaa Mohasseb, Phivos Mylonas
An Entropy-based Evaluation for Sentiment Analysis of Stock Market Prices using Twitter Data. SMAP (2020)
Nikitas-Rigas Kalogeropoulos, Ioannis Doukas, Christos Makris, Andreas Kanavos
A Graph-Based Extension for the Set-Based Model Implementing Algorithms Based on Important Nodes. AIAI Workshops (2020)
Alaa Mohasseb, Benjamin Aziz, Andreas Kanavos
SMS Spam Identification and Risk Assessment Evaluations. WEBIST (2020)
Georgios Drakopoulos, Andreas Kanavos, Konstantinos Paximadis, Aristidis Ilias, Christos Makris, Phivos Mylonas
Computing Massive Trust Analytics for Twitter using Apache Spark with Account Self-assessment. WEBIST (2020)
Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis
Multimedia Content's Brokerage: An Information System Based on LeSiM. Int. J. E Serv. Mob. Appl. 12 (2) (2020)
Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos
Graph communities in Neo4j. Evol. Syst. 11 (3) (2020)
Athanasios Alexopoulos, Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Gerasimos Vonitsanos
Two-Step Classification with SVD Preprocessing of Distributed Massive Datasets in Apache Spark. Algorithms 13 (3) (2020)
Andreas Kanavos, Ioannis E. Livieris
Fuzzy Information Diffusion in Twitter by Considering User's Influence. Int. J. Artif. Intell. Tools 29 (2) (2020)
Fotios Kounelis, Andreas Kanavos, Ioannis E. Livieris, Gerasimos Vonitsanos, Panagiotis E. Pintelas
Predicting Secondary Structure for Human Proteins Based on Chou-Fasman Method. AIAI (Workshops) (2019)
Nikolaos Ntaliakouras, Gerasimos Vonitsanos, Andreas Kanavos, Elias Dritsas
An Apache Spark Methodology for Forecasting Tourism Demand in Greece. IISA (2019)
Gerasimos Vonitsanos, Andreas Kanavos, Alaa Mohasseb, Dimitrios Tsolis
A NoSQL Approach for Aspect Mining of Cultural Heritage Streaming Data. IISA (2019)
Elias Dritsas, Andreas Kanavos, Maria Trigka, Spyros Sioutas, Athanasios K. Tsakalidis
Storage Efficient Trajectory Clustering and k-NN for Robust Privacy Preserving Spatio-Temporal Databases. Algorithms 12 (12) (2019)
Andreas Kanavos, Alexandros Georgiou, Christos Makris
Estimating Twitter Influential Users by Using Cluster-Based Fusion Methods. Int. J. Artif. Intell. Tools 28 (8) (2019)
Elias Dritsas, Gerasimos Vonitsanos, Ioannis E. Livieris, Andreas Kanavos, Aristidis Ilias, Christos Makris, Athanasios K. Tsakalidis
Pre-processing Framework for Twitter Sentiment Classification. AIAI (Workshops) (2019)
Ioanna Kyriazidou, Georgios Drakopoulos, Andreas Kanavos, Christos Makris, Phivos Mylonas
Towards Predicting Mentions to Verified Twitter Accounts: Building Prediction Models over MongoDB with Keras. WEBIST (2019)
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection of Lung Abnormalities from X-Rays. Algorithms 12 (3) (2019)
Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Gerasimos Vonitsanos, Vassilis Tampakas
Employing Constrained Neural Networks for Forecasting New Product's Sales Increase. AIAI (Workshops) (2019)
Athanasios Alexopoulos, Andreas Kanavos, Konstantinos C. Giotopoulos, Alaa Mohasseb, Mohamed Bader-El-Den, Athanasios K. Tsakalidis
Incremental Learning for Large Scale Classification Systems. AIAI (Workshops) (2018)
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panayiotis E. Pintelas
An Auto-Adjustable Semi-Supervised Self-Training Algorithm. Algorithms 11 (9) (2018)
Ioannis E. Livieris, Andreas Kanavos, Gerasimos Vonitsanos, Niki Kiriakidou, Anastasios Vikatos, Konstantinos C. Giotopoulos, Vassilis Tampakas
Performance Evaluation of an SSL Algorithm for Forecasting the Dow Jones Index Stocks. IISA (2018)
Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panayiotis E. Pintelas
An Ensemble SSL Algorithm for Efficient Chest X-Ray Image Classification. J. Imaging 4 (7) (2018)
Panagiotis Gourgaris, Andreas Kanavos, Nikos I. Karacapilidis, Vassilis Tampakas
Argumentative Discourse Concepts as Revealed by Traversing a Graph. AIAI (Workshops) (2018)
Ioannis E. Livieris, Andreas Kanavos, Panagiotis E. Pintelas
Detecting Lung Abnormalities From X-rays Using an Improved SSL Algorithm. BRAINS/WS-AFFIN@AmI (2018)
Alkiviadis Savvopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
LSTM Accelerator for Convolutional Object Identification. Algorithms 11 (10) (2018)
Ioannis Karydis, Andreas Kanavos, Spyros Sioutas, Markos Avlonitis, Nikos I. Karacapilidis
LESIM: A Novel Lexical Similarity Measure Technique for Multimedia Information Retrieval. MCIS (2018)
Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Vassilis Tampakas, Panagiotis E. Pintelas
On Ensemble SSL Algorithms for Credit Scoring Problem. Informatics 5 (4) (2018)
Andreas Kanavos, Isidoros Perikos, Ioannis Hatzilygeroudis, Athanasios K. Tsakalidis
Emotional community detection in social networks. Comput. Electr. Eng. 65 (2018)
Dimitris Boussis, Elias Dritsas, Andreas Kanavos, Spyros Sioutas, Giannis Tzimas, Vassilios S. Verykios
MapReduce Implementations for Privacy Preserving Record Linkage. SETN (2018)
Andreas Kanavos, Stavros Anastasios Iakovou, Spyros Sioutas, Vassilis Tampakas
Large Scale Product Recommendation of Supermarket Ware Based on Customer Behaviour Analysis. Big Data Cogn. Comput. 2 (2) (2018)
Alexandros Georgiou, Andreas Kanavos, Christos Makris
Finding Influential Users in Twitter Using Cluster-Based Fusion Methods of Result Lists. AIAI (2018)
Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
A NoSQL Database Approach for Modeling Heterogeneous and Semi-Structured Information. IISA (2018)
Aristidis G. Vrahatis, Konstantina Dimitrakopoulou, Andreas Kanavos, Spyros Sioutas, Athanasios K. Tsakalidis
Detecting Perturbed Subpathways towards Mouse Lung Regeneration Following H1N1 Influenza Infection. Comput. 5 (2) (2017)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas, Dimitrios Tsolis
Towards a framework for tensor ontologies over Neo4j: Representations and operations. IISA (2017)
Georgios Drakopoulos, Andreas Kanavos, Konstantinos Tsakalidis
Fuzzy Random Walkers with Second Order Bounds: An Asymmetric Analysis. Algorithms 10 (2) (2017)
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)
Nickie Lefevr, Spiridoula V. Margariti, Andreas Kanavos, Athanasios K. Tsakalidis
An Implementation of Disease Spreading over Biological Networks. EANN (2017)
Alaa Mohasseb, Mohamed Bader-El-Den, Andreas Kanavos, Mihaela Cocea
Web Queries Classification Based on the Syntactical Patterns of Search Types. SPECOM (2017)
Andreas Kanavos, Georgios Drakopoulos, Athanasios K. Tsakalidis
Graph Community Discovery Algorithms in Neo4j with a Regularization-based Evaluation Metric. WEBIST (2017)
Georgios Drakopoulos, Andreas Kanavos, Phivos Mylonas, Spyros Sioutas
Defining and evaluating Twitter influence metrics: a higher-order approach in Neo4j. Soc. Netw. Anal. Min. 7 (1) (2017)
Georgios Drakopoulos, Andreas Kanavos, Ioannis Karydis, Spyros Sioutas, Aristidis G. Vrahatis
Tensor-Based Semantically-Aware Topic Clustering of Biomedical Documents. Comput. 5 (3) (2017)
Angeliki Krania, Margarita Statiri, Andreas Kanavos, Athanasios K. Tsakalidis
Internet of Things services for healthcare systems. IISA (2017)
Andreas Kanavos, Nikolaos Nodarakis, Spyros Sioutas, Athanasios K. Tsakalidis, Dimitrios Tsolis, Giannis Tzimas
Large Scale Implementations for Twitter Sentiment Classification. Algorithms 10 (1) (2017)
Georgios Drakopoulos, Panagiotis Gourgaris, Andreas Kanavos, Christos Makris
A Fuzzy Graph Framework for Initializing k-Means. Int. J. Artif. Intell. Tools 25 (6) (2016)
George Volis, Christos Makris, Andreas Kanavos
Two Novel Techniques for Space Compaction on Biological Sequences. WEBIST (1) (2016)
Andreas Kanavos, Stellatos Metaxas, Athanasios K. Tsakalidis
Weighting Public Mood via Microblogging Analysis. PCI (2016)
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)
Georgios Drakopoulos, Andreas Kanavos, Athanasios K. Tsakalidis
Evaluating Twitter Influence Ranking with System Theory. WEBIST (1) (2016)
Andreas Kanavos, Christos Makris, Yannis Plegas, Evangelos Theodoridis
Ranking Web Search Results Exploiting Wikipedia. Int. J. Artif. Intell. Tools 25 (3) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Kanavos