Vasileios Iosifidis

44 papers A* 1A 1B 6Misc 1Journal 24Unranked 9

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