1
TITLE: Impact of Feature Selection on Average Ranking Method via Metalearning
AUTHORS: Salisu Mamman Abdulrahman ; Miguel Viana Cachada; Pavel Brazdil ;
SOURCE: 6th ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE) in VIPIMAGE 2017, VOLUME: 27, PUBLISHED: 2018
INDEXED IN: Scopus WOS CrossRef
2
TITLE: Speeding up algorithm selection using average ranking and active testing by introducing runtime  Full Text
AUTHORS: Salisu Mamman Abdulrahman ; Pavel Brazdil ; Jan N van Rijn; Joaquin Vanschoren;
SOURCE: MACHINE LEARNING, VOLUME: 107, ISSUE: 1, PUBLISHED: 2018
INDEXED IN: WOS DBLP CrossRef
IN MY: DBLP
3
TITLE: Combining Feature and Algorithm Hyperparameter Selection using some Metalearning Methods PDF
AUTHORS: Miguel Cachada ; Salisu Mamman Abdulrahman ; Pavel Brazdil ;
SOURCE: 2017 International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms, AutoML 2017 in Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017., VOLUME: 1998, PUBLISHED: 2017
INDEXED IN: Scopus DBLP
IN MY: DBLP
4
TITLE: Effect of Incomplete Meta-dataset on Average Ranking Method
AUTHORS: Salisu Mamman Abdulrahman ; Pavel Brazdil ;
SOURCE: Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 24, 2016, VOLUME: 64, PUBLISHED: 2016
INDEXED IN: DBLP
IN MY: DBLP
5
TITLE: Algorithm selection via meta-learning and sample-based active testing PDF
AUTHORS: Abdulrahman, SM ; Brazdil, P ; Van Rijn, JN; Vanschoren, J;
SOURCE: International Workshop on Meta-Learning and Algorithm Selection, MetaSel 2015 - co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015, ECMLPKDD 2015 in CEUR Workshop Proceedings, VOLUME: 1455, PUBLISHED: 2015
INDEXED IN: Scopus DBLP
IN MY: DBLP
6
TITLE: Fast Algorithm Selection Using Learning Curves
AUTHORS: Jan N van Rijn; Salisu Mamman Abdulrahman ; Pavel Brazdil ; Joaquin Vanschoren;
SOURCE: 14th International Symposium on Intelligent Data Analysis (IDA) in Advances in Intelligent Data Analysis XIV, VOLUME: 9385, PUBLISHED: 2015
INDEXED IN: Scopus WOS DBLP CrossRef: 12
IN MY: DBLP
7
TITLE: Measures for Combining Accuracy and Time for Meta-learning PDF
AUTHORS: Salisu Abdulrahman ; Pavel Brazdil ;
SOURCE: International Workshop on Meta-Learning and Algorithm Selection, MetaSel 2014 - Co-located with 21st European Conference on Artificial Intelligence, ECAI 2014 in Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, MetaSel@ECAI 2014, Prague, Czech Republic, August 19, 2014., VOLUME: 1201, PUBLISHED: 2014
INDEXED IN: Scopus DBLP
IN MY: DBLP