Trends of Evolutionary Machine Learning to Address Big Data Mining

[1]  Michael D. Ernst,et al.  HaLoop , 2010 .

[2]  Leonardo Trujillo,et al.  ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms , 2016, EvoApplications.

[3]  Miriam A. M. Capretz,et al.  Machine Learning With Big Data: Challenges and Approaches , 2017, IEEE Access.

[4]  Zhi-Jian Wang,et al.  A Parallel Genetic Algorithm Based on Spark for Pairwise Test Suite Generation , 2016, Journal of Computer Science and Technology.

[5]  Joshua D. Knowles,et al.  Fifty years of pulsar candidate selection: from simple filters to a new principled real-time classification approach , 2016, Monthly Notices of the Royal Astronomical Society.

[6]  John R. Koza,et al.  Genetic programming as a means for programming computers by natural selection , 1994 .

[7]  Mark Johnston,et al.  Sampling Methods in Genetic Programming for Classification with Unbalanced Data , 2010, Australasian Conference on Artificial Intelligence.

[8]  William B. Langdon,et al.  Graphics processing units and genetic programming: an overview , 2011, Soft Comput..

[9]  Z. Pan,et al.  A hybrid ensemble method for pulsar candidate classification , 2019, Astrophysics and Space Science.

[10]  Xavier Llorà,et al.  Large‐scale data mining using genetics‐based machine learning , 2013, GECCO.

[11]  Peter Nordin,et al.  An On-Line Method to Evolve Behavior and to Control a Miniature Robot in Real Time with Genetic Programming , 1996, Adapt. Behav..

[12]  Amel Borgi,et al.  Genetic Programming over Spark for Higgs Boson Classification , 2019, BIS.

[13]  Peter Ross,et al.  Dynamic Training Subset Selection for Supervised Learning in Genetic Programming , 1994, PPSN.

[14]  Amel Borgi,et al.  Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study , 2016, INNS Conference on Big Data.

[15]  Ogier Maitre Genetic Programming on GPGPU Cards Using EASEA , 2013, Massively Parallel Evolutionary Computation on GPGPUs.

[16]  Wolfgang Banzhaf,et al.  Dynamic Subset Selection Based on a Fitness Case Topology , 2004, Evolutionary Computation.

[17]  P. Baldi,et al.  Searching for exotic particles in high-energy physics with deep learning , 2014, Nature Communications.

[18]  Ronan Cummins,et al.  Evolved term-weighting schemes in Information Retrieval: an analysis of the solution space , 2006, Artificial Intelligence Review.

[19]  Riccardo Poli,et al.  Genetic Programming - Introduction, Applications, Theory and Open Issues , 2012, Handbook of Natural Computing.