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Nucleic Acids Research, ISSN 0305-1048, 12/2013, Volume 41, Issue 22, pp. e202 - e202
Journal Article
Journal of Chemical Information and Modeling, ISSN 1549-9596, 03/2019, Volume 59, Issue 3, pp. 945 - 946
Journal Article
Journal of Chemical Information and Modeling, ISSN 1549-9596, 09/2018, Volume 58, Issue 9, p. 1723
The author discusses the use of machine learning in drug discovery. Machine learning methods drive the success of artificial intelligence in academia and... 
Computer vision | Massive data points | Computer simulation | Research & development--R&D | Neural networks | Human performance | Machine learning | Speech recognition | Artificial intelligence | Pharmaceuticals
Journal Article
Bioinformatics, ISSN 1367-4803, 09/2011, Volume 27, Issue 17, pp. 2463 - 2464
Affinity propagation (AP) clustering has recently gained increasing popularity in bioinformatics. AP clustering has the advantage that it allows for... 
NETWORKS | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Sequence Analysis, Protein | Computational Biology - methods | Software | Algorithms | Amino Acid Motifs | Cluster Analysis
Journal Article
Bioinformatics, ISSN 1367-4803, 04/2006, Volume 22, Issue 8, pp. 943 - 949
Journal Article
Journal of Chemical Information and Modeling, ISSN 1549-9596, 03/2019, Volume 59, Issue 3, pp. 1163 - 1171
Journal Article
Chemical Science, ISSN 2041-6520, 2018, Volume 9, Issue 24, pp. 5441 - 5451
Deep learning is currently the most successful machine learning technique in a wide range of application areas and has recently been applied successfully in... 
VALIDATION | CLASSIFICATION | DESIGN | DEEP NEURAL-NETWORKS | MODELS | CHEMISTRY, MULTIDISCIPLINARY | Performance prediction | Teaching methods | Artificial intelligence | Bias | Molecular chains | Machine learning
Journal Article
Bioinformatics, ISSN 1367-4803, 08/2015, Volume 31, Issue 15, pp. 2574 - 2576
Journal Article
Journal of Chemical Information and Modeling, ISSN 1549-9596, 09/2018, Volume 58, Issue 9, p. 1736
The new wave of successful generative models in machine learning has increased the interest in deep learning driven de novo drug design. However, method... 
Drugs | Biological properties | Molecules | Flaw detection | Organic chemistry | Machine learning | Artificial intelligence
Journal Article
Neural Computation, ISSN 1530-888X, 11/1997, Volume 9, Issue 8, pp. 1735 - 1780
Learning to store information over extended time intervals by recurrent backpropagation takes a very long time, mostly because of insufficient, decaying error... 
DEPENDENCIES | RECURRENT NEURAL NETWORKS | K EP COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Learning | Algorithms | Time Factors | Memory | Models, Psychological | Models, Neurological | Memory, Short-Term | Nerve Net - physiology | Neural Networks (Computer)
Journal Article
Bioinformatics, ISSN 1367-4803, 07/2015, Volume 31, Issue 24, pp. 3997 - 3999
Although the R platform and the add-on packages of the Bioconductor project are widely used in bioinformatics, the standard task of multiple sequence alignment... 
MUSCLE | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | CLUSTAL-W | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Sequence Alignment - methods | Software | Algorithms | Animals
Journal Article
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, ISSN 0218-4885, 1998, Volume 6, Issue 2, pp. 107 - 116
Recurrent nets are in principle capable to store past inputs to produce the currently desired output. Because of this property recurrent nets are used in time... 
Recurrent neural nets | Vanishing gradient | Long Short-Term Memory | Long-term dependencies | NETWORKS | recurrent neural nets | long-term dependencies | vanishing gradient | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal Article
BMC bioinformatics, ISSN 1471-2105, 2014, Volume 15, Issue 6, pp. S4 - S4
Background: Cluster analysis is widely used to discover patterns in multi-dimensional data. Clustered heatmaps are the standard technique for visualizing... 
Visualization | Visual Analysis | Soft Clustering | Biclustering | PATHWAYS | GENE-EXPRESSION DATA | VISUAL ANALYSIS | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | ANALYTICS | CLUSTER-ANALYSIS | TOOL | Index Medicus
Journal Article
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