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ORCIDVasileios Iosifidis
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2020 – today
- 2023
[j6]Vasileios Iosifidis
, Symeon Papadopoulos, Bodo Rosenhahn, Eirini Ntoutsi:
AdaCC: cumulative cost-sensitive boosting for imbalanced classification. Knowl. Inf. Syst. 65(2): 789-826 (2023)- 2022
- [j5]Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi:
Parity-based cumulative fairness-aware boosting. Knowl. Inf. Syst. 64(10): 2737-2770 (2022) - [j4]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) - [c18]Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi:
Multi-fairness Under Class-Imbalance. DS 2022: 286-301 - [i18]Vasileios Iosifidis, Arjun Roy, Eirini Ntoutsi:
Parity-based Cumulative Fairness-aware Boosting. CoRR abs/2201.01148 (2022) - [i17]Vasileios Iosifidis, Symeon Papadopoulos, Bodo Rosenhahn, Eirini Ntoutsi:
AdaCC: Cumulative Cost-Sensitive Boosting for Imbalanced Classification. CoRR abs/2209.08309 (2022) - [i16]Maryam Badar, Marco Fisichella, Vasileios Iosifidis, Wolfgang Nejdl:
Discrimination and Class Imbalance Aware Online Naive Bayes. CoRR abs/2211.04812 (2022) - 2021
- [c17]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: 617-621 - [i15]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 abs/2103.14804 (2021) - [i14]Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi:
Multi-Fair Pareto Boosting. CoRR abs/2104.13312 (2021) - [i13]Vasileios Iosifidis, Wenbin Zhang, Eirini Ntoutsi:
Online Fairness-Aware Learning with Imbalanced Data Streams. CoRR abs/2108.06231 (2021) - [i12]Tai Le Quy, Arjun Roy, Vasileios Iosifidis, Eirini Ntoutsi:
A survey on datasets for fairness-aware machine learning. CoRR abs/2110.00530 (2021) - 2020
- [b1]Vasileios Iosifidis:
Semi-supervised learning and fairness-aware learning under class imbalance. University of Hanover, Hannover, Germany, 2020 - [j3]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): 5-17 (2020) - [j2]Vasileios Iosifidis, Eirini Ntoutsi:
Sentiment analysis on big sparse data streams with limited labels. Knowl. Inf. Syst. 62(4): 1393-1432 (2020) - [j1]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) - [c16]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: 757-764 - [c15]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: 5834-5838 - [c14]Vasileios Iosifidis, Eirini Ntoutsi:
FABBOO - Online Fairness-Aware Learning Under Class Imbalance. DS 2020: 159-174 - [c13]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: 581-595 - [p1]Vasileios Iosifidis:
Über Diskriminierung durch Künstliche Intelligenz. Ausgezeichnete Informatikdissertationen 2020: 129-138 - [i11]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 abs/2001.09762 (2020) - [i10]Vasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi:
FAE: A Fairness-Aware Ensemble Framework. CoRR abs/2002.00695 (2020) - [i9]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 abs/2004.02173 (2020) - [i8]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 abs/2012.03151 (2020) - [i7]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 abs/2012.03190 (2020)
2010 – 2019
- 2019
- [c12]Vasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi:
FAE: A Fairness-Aware Ensemble Framework. IEEE BigData 2019: 1375-1380 - [c11]Vasileios Iosifidis, Eirini Ntoutsi:
AdaFair: Cumulative Fairness Adaptive Boosting. CIKM 2019: 781-790 - [c10]Vasileios Iosifidis, Thi Ngoc Han Tran, Eirini Ntoutsi:
Fairness-Enhancing Interventions in Stream Classification. DEXA (1) 2019: 261-276 - [c9]Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova:
Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. SEMANTiCS 2019: 359-366 - [i6]Vasileios Iosifidis, Thi Ngoc Han Tran, Eirini Ntoutsi:
Fairness-enhancing interventions in stream classification. CoRR abs/1907.07223 (2019) - [i5]Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova:
Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. CoRR abs/1909.05859 (2019) - [i4]Vasileios Iosifidis, Eirini Ntoutsi:
AdaFair: Cumulative Fairness Adaptive Boosting. CoRR abs/1909.08982 (2019) - 2018
- [c8]Nilamadhaba Mohapatra, Vasileios Iosifidis, Asif Ekbal, Stefan Dietze, Pavlos Fafalios:
Time-Aware and Corpus-Specific Entity Relatedness. DL4KGS@ESWC 2018: 33-39 - [c7]Pavlos Fafalios, Vasileios Iosifidis, Eirini Ntoutsi, Stefan Dietze:
TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets. ESWC 2018: 177-190 - [c6]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: 38:1-38:8 - [i3]Nilamadhaba Mohapatra, Vasileios Iosifidis, Asif Ekbal, Stefan Dietze, Pavlos Fafalios:
Time-Aware and Corpus-Specific Entity Relatedness. CoRR abs/1810.10004 (2018) - [i2]Pavlos Fafalios, Vasileios Iosifidis, Eirini Ntoutsi, Stefan Dietze:
TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets. CoRR abs/1810.10308 (2018) - [i1]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 abs/1810.11017 (2018) - 2017
- [c5]Pavlos Fafalios, Vasileios Iosifidis, Kostas Stefanidis, Eirini Ntoutsi:
Multi-aspect Entity-Centric Analysis of Big Social Media Archives. TPDL 2017: 261-273 - [c4]Vasileios Iosifidis, Annina Oelschlager, Eirini Ntoutsi:
Sentiment Classification over Opinionated Data Streams Through Informed Model Adaptation. TPDL 2017: 369-381 - [c3]Vasileios Iosifidis, Eirini Ntoutsi:
Large Scale Sentiment Learning with Limited Labels. KDD 2017: 1823-1832 - 2016
- [c2]Vasileios Iosifidis, Christos Makris:
Compressing Inverted Files using Modified LZW. WEBIST (1) 2016: 156-163 - 2015
- [c1]Kyriakos Ispoglou, Christos Makris, Yannis C. Stamatiou, Elias C. Stavropoulos, Athanasios K. Tsakalidis, Vasileios Iosifidis:
Partial Order Preserving Encryption Search Trees. DEXA (2) 2015: 49-56
Coauthor Index
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