Tsoumakas, Grigorios

1. Hierarchical Partitioning of the Output Space in Multi-label Data
   2016/12/19 by Papanikolaou, Yannis, Katakis, Ioannis, Tsoumakas, Grigorios · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models
   2017/04/18 by Papanikolaou, Yannis, Tsoumakas, Grigorios, Laliotis, Manos +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Making Classifier Chains Resilient to Class Imbalance
   2018/07/30 by Bin Liu, Liu, Bin, Grigorios Tsoumakas +1 · 1 citation
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Text and Document Classification Technologies #Imbalanced Data Classification Techniques #Machine Learning in Bioinformatics
4. A Review of Keyphrase Extraction
   2019/05/13 by Papagiannopoulou, Eirini, Tsoumakas, Grigorios · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
5. 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
6. Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings
   2021/02/01 by Christou, Despina, Tsoumakas, Grigorios · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.3 #I.2.7 #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
7. Local Explanation of Dimensionality Reduction
   2022/04/29 by Bardos, Avraam, Mollas, Ioannis, Bassiliades, Nick +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
8. 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, Mylonas, Nikolaos, Ioannis Mollas +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
9. 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)
10. 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