Grigorios Tsoumakas

1. TRES: Identification of Discriminatory and Informative SNPs from Population Genomic Data: Figure 1.
   2015/01/01 by Ioannis Kavakiotis, Alexandros Triantafyllidis, Despoina Ntelidou +8 · 11 citations
   Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Genomics and Phylogenetic Studies #Genetic and phenotypic traits in livestock
2. Making Classifier Chains Resilient to Class Imbalance
   2018/07/30 by Bin Liu, Grigorios Tsoumakas, Liu, Bin +1 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Text and Document Classification Technologies #Imbalanced Data Classification Techniques #Machine Learning in Bioinformatics
3. Multi-Label Sampling based on Local Label Imbalance
   2020/05/07 by Bin Liu, Konstantinos Blekas, Liu, Bin +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spam and Phishing Detection #Text and Document Classification Technologies
4. Local Explanation of Dimensionality Reduction
   2022/04/29 by Avraam Bardos, Bardos, Avraam, Ioannis Mollas +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
5. An Attention Matrix for Every Decision: Faithfulness-based Arbitration Among Multiple Attention-Based Interpretations of Transformers in Text Classification
   2022/09/22 by Nikolaos Mylonas, Ioannis Mollas, Mylonas, Nikolaos +3 · 1 citation
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
6. Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery
   2020/12/22 by Bin Liu, Konstantinos Pliakos, Liu, Bin +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
7. Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations
   2024/12/21 by Ao Zhou, Zhou, Ao, Bin Liu +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic #Text and Document Classification Technologies