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30. Australasian Joint Conference on Artificial Intelligence 2017: Melbourne, VIC, Australia
- Wei Peng, Damminda Alahakoon, Xiaodong Li:
AI 2017: Advances in Artificial Intelligence - 30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings. Lecture Notes in Computer Science 10400, Springer 2017, ISBN 978-3-319-63003-8
Machine Learning
- Yilong Shi, Hong Lin, Yuqiang Li:
Context-Aware Recommender Systems Based on Item-Grain Context Clustering. 3-13 - Mark McKenzie
, Peter Loxley
Competitive Reinforcement Learning in Atari Games. 14-26 - Tiantian Zhang
Density-Based Multiscale Analysis for Clustering in Strong Noise Settings. 27-38 - Will Hardwick-Smith, Yiming Peng, Gang Chen, Yi Mei
Evolving Transferable Artificial Neural Networks for Gameplay Tasks via NEAT with Phased Searching. 39-51 - Shinichi Yamada, Kourosh Neshatian:
Multiple Kernel Learning with One-Level Optimization of Radius and Margin. 52-63 - Yemi Okesanjo, Victor Kofia:
A Deterministic Actor-Critic Approach to Stochastic Reinforcements. 64-75 - Lingwei Chen, Yanfang Ye:
SecMD: Make Machine Learning More Secure Against Adversarial Malware Attacks. 76-89
Optimization
- Kalyan Shankar Bhattacharjee, Hemant Kumar Singh
Enhanced Pareto Interpolation Method to Aid Decision Making for Discontinuous Pareto Optimal Fronts. 93-105 - Md. Monjurul Islam, Hemant Kumar Singh
Use of a Non-nested Formulation to Improve Search for Bilevel Optimization. 106-118 - Shahrzad Saremi, Seyedali Mirjalili
Let's Consider Two Objectives When Estimating Hand Postures. 119-130 - Wanru Gao, Tobias Friedrich, Timo Kötzing, Frank Neumann
Scaling up Local Search for Minimum Vertex Cover in Large Graphs by Parallel Kernelization. 131-143 - Davoud Mougouei
An Integer Linear Programming Model for Binary Knapsack Problem with Dependent Item Values. 144-154
Swarm Intelligence and Evolutionary Computing
- Sarah Jean Bowley, Kathryn E. Merrick
A 'Breadcrumbs' Model for Controlling an Intrinsically Motivated Swarm Using a Handheld Device. 157-168 - Jiatong Huo, Bing Xue, Lin Shang, Mengjie Zhang:
Genetic Programming for Multi-objective Test Data Generation in Search Based Software Testing. 169-181 - Binh Tran
Class Dependent Multiple Feature Construction Using Genetic Programming for High-Dimensional Data. 182-194 - Chen Wang, Hui Ma, Aaron Chen, Sven Hartmann:
Comprehensive Quality-Aware Automated Semantic Web Service Composition. 195-207 - Ali Haidar, Brijesh K. Verma
Monthly Rainfall Categorization Based on Optimized Features and Neural Network. 208-220 - Sven Schellenberg, Xiaodong Li
Preliminary Study on Solving Coal Processing and Blending Problems Using Lexicographic Ordering. 221-233
Text Mining and Linguistic Analysis
- Md. Abul Bashar
Random Set to Interpret Topic Models in Terms of Ontology Concepts. 237-249 - Luoxi Pan, Iqbal Gondal
Improving Authorship Attribution in Twitter Through Topic-Based Sampling. 250-261 - Bahadorreza Ofoghi
Textual Emotion Classification: An Interoperability Study on Cross-Genre Data Sets. 262-273 - Abdullah Semran Alharbi
Integrating LDA with Clustering Technique for Relevance Feature Selection. 274-286
Vision and Image
- Razia Zia
Non Sub-sampled Contourlet Transform Based Feature Extraction Technique for Differentiating Glioma Grades Using MRI Images. 289-300 - Jeff Mo, Eibe Frank
Large-Scale Automatic Species Identification. 301-312
Other Areas in Artificial Intelligence
- Mauro Vallati, Federico Cerutti
On the Combination of Argumentation Solvers into Parallel Portfolios. 315-327 - Michael Woolford, Ian Watson
Exploring the Use of Case-Based Reasoning to Play Eurogames. 328-339 - Hong Xu
Min-Max Message Passing and Local Consistency in Constraint Networks. 340-352 - Zongjie Ma, Yi Fan, Kaile Su
Deterministic Tournament Selection in Local Search for Maximum Edge Weight Clique on Large Sparse Graphs. 353-364 - Daniel F. Schmidt, Enes Makalic
Robust Lasso Regression with Student-t Residuals. 365-374
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