Abstract is missing.
- Machine Learning for Health InformaticsAndreas Holzinger. 1-24 [doi]
- Bagging Soft Decision TreesOlcay Taner Yildiz, Ozan Irsoy, Ethem Alpaydin. 25-36 [doi]
- Grammars for Discrete DynamicsVincenzo Manca. 37-58 [doi]
- Empowering Bridging Term Discovery for Cross-Domain Literature Mining in the TextFlows PlatformMatic Perovsek, Matjaz Jursic, Bojan Cestnik, Nada Lavrac. 59-98 [doi]
- Visualisation of Integrated Patient-Centric Data as Pathways: Enhancing Electronic Medical Records in Clinical PracticeJoao H. Bettencourt-Silva, Gurdeep S. Mannu, Beatriz de la Iglesia. 99-124 [doi]
- Deep Learning Trends for Focal Brain Pathology Segmentation in MRIMohammad Havaei, Nicolas Guizard, Hugo Larochelle, Pierre-Marc Jodoin. 125-148 [doi]
- Differentiation Between Normal and Epileptic EEG Using K-Nearest-Neighbors TechniqueJefferson Tales Oliva, João Luís Garcia Rosa. 149-160 [doi]
- Survey on Feature Extraction and Applications of BiosignalsAkara Supratak, Chao Wu, Hao Dong, Kai Sun, Yike Guo. 161-182 [doi]
- Argumentation for Knowledge Representation, Conflict Resolution, Defeasible Inference and Its Integration with Machine LearningLuca Longo. 183-208 [doi]
- Machine Learning and Data Mining Methods for Managing Parkinson's DiseaseDragana Miljkovic, Darko Aleksovski, Vid Podpecan, Nada Lavrac, Bernd Malle, Andreas Holzinger. 209-220 [doi]
- Challenges of Medical Text and Image Processing: Machine Learning ApproachesErnestina Menasalvas, Consuelo Gonzalo-Martín. 221-242 [doi]
- Visual Intelligent Decision Support Systems in the Medical Field: Design and EvaluationHela Ltifi, Mounir Ben Ayed. 243-258 [doi]
- A Master Pipeline for Discovery and Validation of BiomarkersSebastian J. Teran Hidalgo, Michael T. Lawson, Daniel J. Luckett, Monica Chaudhari, Jingxiang Chen, Arkopal Choudhury, Arianna Di Florio, Xiaotong Jiang, Crystal T. Nguyen, Michael R. Kosorok. 259-288 [doi]
- Machine Learning Solutions in Computer-Aided Medical DiagnosisSmaranda Belciug. 289-302 [doi]
- Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed ComputingSatya S. Sahoo, Annan Wei, Curtis Tatsuoka, Kaushik Ghosh, Samden D. Lhatoo. 303-318 [doi]
- Network-Guided Biomarker DiscoveryChloé-Agathe Azencott. 319-336 [doi]
- Knowledge Discovery in Clinical DataAryya Gangopadhyay, Rose Yesha, Eliot Siegel. 337-356 [doi]
- Reasoning Under Uncertainty: Towards Collaborative Interactive Machine LearningSebastian Robert, Sebastian Büttner, Carsten Röcker, Andreas Holzinger. 357-376 [doi]
- Convolutional Neural Networks Applied for Parkinson's Disease IdentificationClayton Roberto Pereira, Danillo Roberto Pereira, João Paulo Papa, Gustavo H. Rosa, Xin-She Yang. 377-390 [doi]
- Recommender Systems for Health Informatics: State-of-the-Art and Future PerspectivesAndré Calero Valdez, Martina Ziefle, Katrien Verbert, Alexander Felfernig, Andreas Holzinger. 391-414 [doi]
- Machine Learning for In Silico Modeling of Tumor GrowthFleur Jeanquartier, Claire Jean-Quartier, Max Kotlyar, Tomás Tokár, Anne-Christin Hauschild, Igor Jurisica, Andreas Holzinger. 415-434 [doi]
- A Tutorial on Machine Learning and Data Science Tools with PythonMarcus D. Bloice, Andreas Holzinger. 435-480 [doi]