Microsoft Word - Applying GA for Reward Allotment in an Event-driven Hybrid Learning Classifier System for Soccer Video Games

Source URL: www.csse.uwa.edu.au

• Applied mathematics
• Cybernetics
• Artificial intelligence
• Machine learning
• Evolutionary algorithms
• Mathematical optimization
• Search algorithms
• Learning classifier system
• Genetic algorithm
• Q-learning
• Reinforcement learning
• Statistical classification

Supervised classification with interdependent variables to support targeted energy efficiency measures in the residential sector

Source URL: www.bitstoenergy.ch

• Regression analysis
• Statistical classification
• Econometrics
• Independence
• Machine learning
• Linear discriminant analysis
• Feature selection
• Linear regression
• Correlation and dependence
• Coefficient of determination
• Pattern recognition
• Support vector machine

Identification of Songbird Species in Field Recordings Hsiao-Yu Tung htung

Source URL: sfish0101.bitbucket.org

• Artificial intelligence
• Machine learning
• Learning
• Statistical classification
• Support vector machine
• K-nearest neighbors algorithm
• Classifier chains
• Multi-label classification
• Binary classification
• Boosting
• Deep learning
• Polynomial kernel

kernlab – An S4 Package for Kernel Methods in R Alexandros Karatzoglou Alex Smola Technische Universit¨

Source URL: mran.microsoft.com

• Machine learning
• Learning
• Statistics
• Statistical classification
• Nonparametric statistics
• Geostatistics
• Kernel method
• Multivariate statistics
• Support vector machine
• Radial basis function kernel
• Polynomial kernel
• Positive-definite kernel

SERVICE STATEMENT JORDAN BOYD-GRABER 1. Professional Service In addition to standard reviewing of articles, I’ve served as an area chair for machine learning at emnlp 2015, document classification and topic clustering

Source URL: www.cs.colorado.edu

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING Comments on “Researcher Bias: The Use of Machine Learning in Software Defect Prediction” Chakkrit Tantithamthavorn, Student Member, IEEE,

Source URL: sail.cs.queensu.ca

• Regression analysis
• Econometrics
• Parametric statistics
• Scientific method
• Statistical methods
• Analysis of variance
• Linear regression
• Multicollinearity
• Prediction
• Coefficient of determination
• Data analysis
• Statistical classification

SHIV: Reducing Supervisor Burden in DAgger using Support Vectors for Efficient Learning from Demonstrations in High Dimensional State Spaces Michael Laskey1 , Sam Staszak1 , Wesley Yu-Shu Hsieh1 , Jeffrey Mahler1 , Flori

Source URL: goldberg.berkeley.edu

• Machine learning
• Artificial intelligence
• Statistics
• Learning
• Statistical classification
• Support vector machine
• Apprenticeship learning
• Artificial neural network
• Loss function
• Motion planning
• Reinforcement learning
• Robotics

Cancerous Tissue Classification Using Microarray Gene Expression Pei-Chun Chen, Victoria Popic and Yuling Liu Stanford University In this project, we apply machine learning techniques to perform tumor vs. normal tissue c

Source URL: cs229.stanford.edu

Helping Computers Understand Geographically-Bound Activity Restrictions Marcus Soll, Philipp Naumann Johannes Schöning,

Source URL: www-users.cs.umn.edu

• Machine learning
• Euclidean plane geometry
• Statistical classification
• Ensemble learning
• Point in polygon
• Mathematics
• Cognition
• Computer science
• Polygons

Optimizing Non-decomposable Performance Measures: A Tale of Two Classes Harikrishna Narasimhan∗ Indian Institute of Science, Bangalore, INDIA HARIKRISHNA @ CSA . IISC . ERNET. IN

Source URL: jmlr.org

• Mathematical analysis
• Machine learning
• Learning
• Statistics
• Operations research
• Statistical classification
• Stochastic optimization
• Convex optimization
• Mathematical optimization
• Support vector machine
• Distribution
• Stochastic gradient descent