Vasileios Iosifidis

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 41

Top Topics

Imbalanced Data

Top Venues

Knowl. Inf. Syst.

WIREs Data Mining Knowl. Discov.

Publications

Vasileios Iosifidis, Symeon Papadopoulos, Bodo Rosenhahn, Eirini Ntoutsi
AdaCC: cumulative cost-sensitive boosting for imbalanced classification. Knowl. Inf. Syst. 65 (2) (2023)
Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi
Parity-based cumulative fairness-aware boosting. Knowl. Inf. Syst. 64 (10) (2022)
Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi
Multi-fairness Under Class-Imbalance. DS (2022)
Vasileios Iosifidis, Symeon Papadopoulos, Bodo Rosenhahn, Eirini Ntoutsi
AdaCC: Cumulative Cost-Sensitive Boosting for Imbalanced Classification. CoRR (2022)
Maryam Badar, Marco Fisichella, Vasileios Iosifidis, Wolfgang Nejdl
Discrimination and Class Imbalance Aware Online Naive Bayes. CoRR (2022)
Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi
Parity-based Cumulative Fairness-aware Boosting. CoRR (2022)
Tai Le Quy, Arjun Roy, Vasileios Iosifidis, Wenbin Zhang, Eirini Ntoutsi
A survey on datasets for fairness-aware machine learning. WIREs Data Mining Knowl. Discov. 12 (3) (2022)
Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi
Multi-Fair Pareto Boosting. CoRR (2021)
Xin Huang, Wenbin Zhang, Yiyi Huang, Xuejiao Tang, Mingli Zhang, Jayachander Surbiryala, Vasileios Iosifidis, Zhen Liu, Ji Zhang
LSTM Based Sentiment Analysis for Cryptocurrency Prediction. CoRR (2021)
Xin Huang, Wenbin Zhang, Xuejiao Tang, Mingli Zhang, Jayachander Surbiryala, Vasileios Iosifidis, Zhen Liu, Ji Zhang
LSTM Based Sentiment Analysis for Cryptocurrency Prediction. DASFAA (3) (2021)
Tai Le Quy, Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi
A survey on datasets for fairness-aware machine learning. CoRR (2021)
Vasileios Iosifidis, Wenbin Zhang, Eirini Ntoutsi
Online Fairness-Aware Learning with Imbalanced Data Streams. CoRR (2021)
Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang
A Data-driven Human Responsibility Management System. CoRR (2020)
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang
Using Machine Learning to Automate Mammogram Images Analysis. BIBM (2020)
Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang
A Data-driven Human Responsibility Management System. IEEE BigData (2020)
Vasileios Iosifidis, Eirini Ntoutsi
FABBOO - Online Fairness-Aware Learning Under Class Imbalance. DS (2020)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael Ying Yang, Eirini Ntoutsi, Bodo Rosenhahn
FairNN- Conjoint Learning of Fair Representations for Fair Decisions. CoRR (2020)
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang
Using Machine Learning to Automate Mammogram Images Analysis. CoRR (2020)
Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael Ying Yang, Eirini Ntoutsi, Bodo Rosenhahn
FairNN - Conjoint Learning of Fair Representations for Fair Decisions. DS (2020)
Pavlos Fafalios, Vasileios Iosifidis, Kostas Stefanidis, Eirini Ntoutsi
Tracking the history and evolution of entities: entity-centric temporal analysis of large social media archives. Int. J. Digit. Libr. 21 (1) (2020)
Vasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi
FAE: A Fairness-Aware Ensemble Framework. CoRR (2020)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in Data-driven AI Systems - An Introductory Survey. CoRR (2020)
Vasileios Iosifidis, Eirini Ntoutsi
Sentiment analysis on big sparse data streams with limited labels. Knowl. Inf. Syst. 62 (4) (2020)
Vasileios Iosifidis, Eirini Ntoutsi
AdaFair: Cumulative Fairness Adaptive Boosting. CIKM (2019)
Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova
Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. SEMANTiCS (2019)
Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova
Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. CoRR (2019)
Vasileios Iosifidis, Thi Ngoc Han Tran, Eirini Ntoutsi
Fairness-Enhancing Interventions in Stream Classification. DEXA (1) (2019)
Vasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi
FAE: A Fairness-Aware Ensemble Framework. IEEE BigData (2019)
Vasileios Iosifidis, Eirini Ntoutsi
AdaFair: Cumulative Fairness Adaptive Boosting. CoRR (2019)
Vasileios Iosifidis, Thi Ngoc Han Tran, Eirini Ntoutsi
Fairness-enhancing interventions in stream classification. CoRR (2019)
Pavlos Fafalios, Vasileios Iosifidis, Kostas Stefanidis, Eirini Ntoutsi
Tracking the History and Evolution of Entities: Entity-centric Temporal Analysis of Large Social Media Archives. CoRR (2018)
Pavlos Fafalios, Vasileios Iosifidis, Eirini Ntoutsi, Stefan Dietze
TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets. ESWC (2018)
Pavlos Fafalios, Vasileios Iosifidis, Eirini Ntoutsi, Stefan Dietze
TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets. CoRR (2018)
Damianos P. Melidis, Alvaro Veizaga Campero, Vasileios Iosifidis, Eirini Ntoutsi, Myra Spiliopoulou
Enriching Lexicons with Ephemeral Words for Sentiment Analysis in Social Streams. WIMS (2018)
Nilamadhaba Mohapatra, Vasileios Iosifidis, Asif Ekbal, Stefan Dietze, Pavlos Fafalios
Time-Aware and Corpus-Specific Entity Relatedness. DL4KGS@ESWC (2018)
Nilamadhaba Mohapatra, Vasileios Iosifidis, Asif Ekbal, Stefan Dietze, Pavlos Fafalios
Time-Aware and Corpus-Specific Entity Relatedness. CoRR (2018)
Pavlos Fafalios, Vasileios Iosifidis, Kostas Stefanidis, Eirini Ntoutsi
Multi-aspect Entity-Centric Analysis of Big Social Media Archives. TPDL (2017)
Vasileios Iosifidis, Annina Oelschlager, Eirini Ntoutsi
Sentiment Classification over Opinionated Data Streams Through Informed Model Adaptation. TPDL (2017)
Vasileios Iosifidis, Eirini Ntoutsi
Large Scale Sentiment Learning with Limited Labels. KDD (2017)
Vasileios Iosifidis, Christos Makris
Compressing Inverted Files using Modified LZW. WEBIST (1) (2016)
Kyriakos Ispoglou, Christos Makris, Yannis C. Stamatiou, Elias C. Stavropoulos, Athanasios K. Tsakalidis, Vasileios Iosifidis
Partial Order Preserving Encryption Search Trees. DEXA (2) (2015)