BIRS-IMLKE - researchr conference series publications

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2017

Towards Integrative Machine Learning and Knowledge Extraction - BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected PapersAndreas Holzinger, Randy Goebel, Massimo Ferri, Vasile Palade, editors, Volume 10344 of Lecture Notes in Computer Science, Springer, 2017. [doi]

2015

Topological Characteristics of Oil and Gas Reservoirs and Their ApplicationsV. A. Baikov, R. R. Gilmanov, I. A. Taimanov, A. A. Yakovlev. birs 2017: 182-193 [doi]

A Fast Semi-Automatic Segmentation Tool for Processing Brain Tumor ImagesAndrew X. Chen, Raúl Rabadán. birs 2017: 170-181 [doi]

Comparison of Public-Domain Software and Services For Probabilistic Record Linkage and Address StandardizationSou-Cheng T. Choi, Yongheng Lin, Edward Mulrow. birs 2017: 51-66 [doi]

Probabilistic Logic Programming in ActionArnaud Nguembang Fadja, Fabrizio Riguzzi. birs 2017: 89-116 [doi]

Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning PipelineKeith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla. birs 2017: 150-169 [doi]

Persistent Topology for Natural Data Analysis - A SurveyMassimo Ferri. birs 2017: 117-133 [doi]

Towards Integrative Machine Learning and Knowledge ExtractionAndreas Holzinger, Randy Goebel, Vasile Palade, Massimo Ferri. birs 2017: 1-12 [doi]

Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative ApproachAndreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal. birs 2017: 13-50 [doi]

Better Interpretable Models for Proteomics Data Analysis Using Rule-Based MiningFahrnaz Jayrannejad, Tim O. F. Conrad. birs 2017: 67-88 [doi]

A Brief Philosophical Note on InformationVincenzo Manca. birs 2017: 146-149 [doi]

Predictive Models for Differentiation Between Normal and Abnormal EEG Through Cross-Correlation and Machine Learning TechniquesJefferson Tales Oliva, João Luís Garcia Rosa. birs 2017: 134-145 [doi]

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart EnvironmentDeepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger. birs 2017: 194-205 [doi]

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