Statistical Comparisons of Classifiers over Multiple Data Sets

• scACCorDiON: a clustering approach for explainable patient level cell–cell communication graph analysis

  2025 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  3

  citations
• NiReject: toward automated bad channel detection in functional near-infrared spectroscopy

  2024 Neurophotonics article Medicine Optical Imaging and Spectroscopy Techniques Open access

  4

  citations
• scACCorDiON: A clustering approach for explainable patient level cell cell communication graph analysis

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• GPT-4o and the Quest for Machine Learning Interpretability in ICU Mortality Prediction

  2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access

  0

  citations
• Joint Projected Fuzzy Neighborhood Preserving C-means Clustering with Local Adaptive Learning

  2024 Expert Systems with Applications article Computer Science Face and Expression Recognition

  2

  citations
• Predicting cell population-specific gene expression from genomic sequence

  2024 Frontiers in Bioinformatics article Biochemistry, Genetics and Molecular Biology Genomics and Chromatin Dynamics Open access

  4

  citations
• LCDB 1.0: An Extensive Learning Curves Database for Classification Tasks

  2023 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

  10

  citations
• A training strategy for hybrid models to break the curse of dimensionality

  2022 PLoS ONE article Health Professions Artificial Intelligence in Healthcare Open access

  11

  citations
• PROMISE: Coupling predictive process mining to process discovery

  2022 Information Sciences article Business, Management and Accounting Business Process Modeling and Analysis Open access

  15

  citations
• Forecasting future bigrams and promising patents: introducing text-based link prediction

  2022 foresight article Business, Management and Accounting Intellectual Property and Patents

  15

  citations
• Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data

  2022 International Conference on Computer and Automation Engineering conference-paper Computer Science Seismology and Earthquake Studies Open access

  11

  citations
• Setting Up Configuration Spaces and Experiments

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  4

  citations
• Evaluating Recommendations of Metalearning/AutoML Systems

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  0

  citations
• MultiETSC: automated machine learning for early time series classification

  2021 Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access

  9

  citations
• Learning multiple defaults for machine learning algorithms

  2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access cited by 2 patents

  28

  citations
• A Comparative Evaluation of Quantification Methods

  2021 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

  4

  citations
• Semi-supervised Co-ensembling for AutoML

  2021 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

  3

  citations
• For real: a thorough look at numeric attributes in subgroup discovery

  2020 Data Mining and Knowledge Discovery article Computer Science Data Mining Algorithms and Applications Open access

  25

  citations
• Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions

  2020 Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access

  125

  citations

19 results