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Knowledge Discovery and Data Mining in Biomedical Informatics: The Future Is in Integrative, Interactive Machine Learning Solutions

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.1-18

2014

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Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.271-300

2014

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On Entropy-Based Data Mining

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.209-226

2014

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Interactive Data Exploration Using Pattern Mining

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.169-182

2014

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Visual Data Mining: Effective Exploration of the Biological Universe

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.19-33

2014

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Biobanks – A Source of Large Biological Data Sets: Open Problems and Future Challenges

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.317-330

2014

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On Topological Data Mining

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.331-356

2014

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Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.35-56

2014

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Protecting Anonymity in Data-Driven Biomedical Science

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.301-316

2014

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Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.241-254

2014

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On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.57-80

2014

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A Kernel-Based Framework for Medical Big-Data Analytics

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.197-208

2014

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Adapted Features and Instance Selection for Improving Co-training

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.81-100

2014

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Sparse Inverse Covariance Estimation for Graph Representation of Feature Structure

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.227-240

2014

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Resources for Studying Statistical Analysis of Biomedical Data and R

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.183-195

2014

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Intelligent Integrative Knowledge Bases: Bridging Genomics, Integrative Biology and Translational Medicine

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.255-270

2014

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Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System

Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014, Vol.8401, p.101-116

2014

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Integrative Computational Biology, AI, and Radiomics: Building Explainable Models by Integration of Imaging, Omics, and Clinical Data

Artificial Intelligence/Machine Learning in Nuclear Medicine and Hybrid Imaging, 2022, p.171-189

2022

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Semi-automatic Adaptation of Mappings between Life Science Ontologies

Data Integration in the Life Sciences, 2013, Vol.7970, p.90-104

2013

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Next Generation Cancer Data Discovery, Access, and Integration Using Prizms and Nanopublications

Data Integration in the Life Sciences, 2013, p.105-112

2013

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OmixAnalyzer – A Web-Based System for Management and Analysis of High-Throughput Omics Data Sets

Data Integration in the Life Sciences, 2013, p.46-53

2013

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Putting It All Together: The Design of a Pipeline for Genome-Wide Functional Annotation of Fungi in the Modern Era of “-Omics” Data and Systems Biology

Data Integration in the Life Sciences, 2013, p.113-127

2013

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Optimizing Similarity Computations for Ontology Matching - Experiences from GOMMA

Data Integration in the Life Sciences, 2013, Vol.7970, p.81-89

2013

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Towards Interoperable BioNLP Semantic Web Services Using the SADI Framework

Data Integration in the Life Sciences, 2013, Vol.7970, p.69-80

2013

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Ibidas: Querying Flexible Data Structures to Explore Heterogeneous Bioinformatics Data

Data Integration in the Life Sciences, 2013, Vol.7970, p.23-37

2013

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Knowledge Discovery and Data Mining in Biomedical Informatics: The Future Is in Integrative, Interactive Machine Learning Solutions

Biomedical Text Mining: State-of-the-Art, Open Problems and Future Challenges

On Entropy-Based Data Mining

Interactive Data Exploration Using Pattern Mining

Visual Data Mining: Effective Exploration of the Biological Universe

Biobanks – A Source of Large Biological Data Sets: Open Problems and Future Challenges

On Topological Data Mining

Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining

Protecting Anonymity in Data-Driven Biomedical Science

Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges

On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process

A Kernel-Based Framework for Medical Big-Data Analytics

Adapted Features and Instance Selection for Improving Co-training

Sparse Inverse Covariance Estimation for Graph Representation of Feature Structure

Resources for Studying Statistical Analysis of Biomedical Data and R

Intelligent Integrative Knowledge Bases: Bridging Genomics, Integrative Biology and Translational Medicine

Knowledge Discovery and Visualization of Clusters for Erythromycin Related Adverse Events in the FDA Drug Adverse Event Reporting System

Integrative Computational Biology, AI, and Radiomics: Building Explainable Models by Integration of Imaging, Omics, and Clinical Data

Semi-automatic Adaptation of Mappings between Life Science Ontologies

Next Generation Cancer Data Discovery, Access, and Integration Using Prizms and Nanopublications

OmixAnalyzer – A Web-Based System for Management and Analysis of High-Throughput Omics Data Sets

Putting It All Together: The Design of a Pipeline for Genome-Wide Functional Annotation of Fungi in the Modern Era of “-Omics” Data and Systems Biology

Optimizing Similarity Computations for Ontology Matching - Experiences from GOMMA

Towards Interoperable BioNLP Semantic Web Services Using the SADI Framework

Ibidas: Querying Flexible Data Structures to Explore Heterogeneous Bioinformatics Data

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