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Agents and Multiagent Systems |
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Lifted Backward Search for General Game Playing |
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3 | (14) |
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Corrupt Strategic Argumentation: The Ideal and the Naive |
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17 | (12) |
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Adaptive Multiagent Reinforcement Learning with Non-positive Regret |
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29 | (13) |
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Composability in Cognitive Hierarchies |
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42 | (14) |
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Enable Efficient Resource Deployment in Multiple Concurrent Emergency Events Through a Decentralised MAS |
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56 | (15) |
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AI Applications and Innovations |
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Forecasting Monthly Rainfall in the Western Australian Wheat-Belt up to 18-Months in Advance Using Artificial Neural Networks |
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71 | (17) |
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Forecasting Monthly Rainfall in the Bowen Basin of Queensland, Australia, Using Neural Networks with Nino Indices |
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88 | (13) |
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A Cluster Analysis of Stock Market Data Using Hierarchical SOMs |
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101 | (12) |
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A Generative Deep Learning for Generating Korean Abbreviations |
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113 | (12) |
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Medical Prognosis Generation from General Blood Test Results Using Knowledge-Based and Machine-Learning-Based Approaches |
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125 | (12) |
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Deep Learning for Classification of Malware System Call Sequences |
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137 | (13) |
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Similarity Matching of Computer Science Unit Outlines in Higher Education |
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150 | (13) |
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Parallel Late Acceptance Hill-Climbing Algorithm for the Google Machine Reassignment Problem |
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163 | (12) |
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Concept Drift Detection Using Online Histogram-Based Bayesian Classifiers |
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175 | (8) |
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Visual Odometry in Dynamic Environments with Geometric Multi-layer Optimisation |
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183 | (8) |
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High Resolution SOM Approach to Improving Anomaly Detection in Intrusion Detection Systems |
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191 | (12) |
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CPF: Concept Profiling Framework for Recurring Drifts in Data Streams |
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203 | (12) |
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Meta-mining Evaluation Framework: A Large Scale Proof of Concept on Meta-learning |
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215 | (14) |
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Nathalie Valles-Parlangeau |
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Bayesian Grouped Horseshoe Regression with Application to Additive Models |
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229 | (14) |
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Constraint Satisfaction, Search and Optimisation |
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Improving and Extending the HV4D Algorithm for Calculating Hypervolume Exactly |
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243 | (12) |
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Local Search for Maximum Vertex Weight Clique on Large Sparse Graphs with Efficient Data Structures |
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|
255 | (13) |
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Cascade Bayesian Optimization |
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268 | (13) |
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Assignment Precipitation in Fail First Search |
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|
281 | (10) |
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Knowledge Representation and Reasoning |
|
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291 | (12) |
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Utilization of DBpedia Mapping in Cross Lingual Wikipedia Infobox Completion |
|
|
303 | (14) |
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A Multi-linguistic-Valued Modal Logic |
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317 | (7) |
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An Empirical Study of a Simple Naive Bayes Classifier Based on Ranking Functions |
|
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324 | (8) |
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Cognitive-Task-Based Information Aid Design for Clinical Diagnosis |
|
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332 | (6) |
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Domain Ontology Construction Using Web Usage Data |
|
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338 | (7) |
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Learning Functional Argument Mappings for Hierarchical Tasks from Situation Specific Explanations |
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345 | (8) |
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Ontology Based Data Access with Referring Expressions for Logics with the Tree Model Property: (Extended Abstract) |
|
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353 | (12) |
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Machine Learning and Data Mining |
|
|
|
Artificial Prediction Markets for Clustering |
|
|
365 | (13) |
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Transfer Learning in Probabilistic Logic Models |
|
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378 | (12) |
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|
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Co-clustering for Dual Topic Models |
|
|
390 | (13) |
|
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|
|
Optimization of Traffic Signals Using Deep Learning Neural Networks |
|
|
403 | (13) |
|
|
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|
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An Online Competence-Based Concept Drift Detection Algorithm |
|
|
416 | (13) |
|
|
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|
|
|
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|
|
Bayesian Robust Regression with the Horseshoe+ Estimator |
|
|
429 | (12) |
|
|
|
|
|
|
|
High Resolution Self-organizing Maps |
|
|
441 | (14) |
|
|
|
|
|
|
|
Exceptional Contrast Set Mining: Moving Beyond the Deluge of the Obvious |
|
|
455 | (14) |
|
|
|
|
|
|
|
|
|
Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection |
|
|
469 | (13) |
|
|
|
|
|
|
|
|
|
Approximating Message Lengths of Hierarchical Bayesian Models Using Posterior Sampling |
|
|
482 | (13) |
|
|
|
|
|
|
|
Kernel Embeddings of Longitudinal Data |
|
|
495 | (12) |
|
|
|
|
|
Visual Analytical Tool for Higher Order k-Means Clustering for Trajectory Data Mining |
|
|
507 | (12) |
|
|
|
|
|
|
|
A Framework for Mining Semantic-Level Tourist Movement Behaviours from Geo-tagged Photos |
|
|
519 | (6) |
|
|
|
|
|
|
|
Learning High-Level Navigation Strategies via Inverse Reinforcement Learning: A Comparative Analysis |
|
|
|
Michael Herman, Tobias Gindele, Jorg Wagner, Felix Schmitt |
|
|
525 | (10) |
|
|
|
|
|
Artificial Neural Network: Deep or Broad? An Empirical Study |
|
|
535 | (7) |
|
|
|
|
|
An Empirically-Sourced Heuristic for Predetermining the Size of the Hidden Layer of a Multi-layer Perceptron for Large Datasets |
|
|
542 | (6) |
|
|
|
|
|
Distributed Genetic Algorithm on GraphX |
|
|
548 | (7) |
|
|
|
|
|
|
|
Restricted Echo State Networks |
|
|
555 | (6) |
|
|
|
|
|
Feature-Aware Factorised Collaborative Filtering |
|
|
561 | (12) |
|
|
|
|
|
|
|
|
Mining Context Specific Inter-personalised Trust for Recommendation Generation in Preference Networks |
|
|
573 | (12) |
|
|
|
|
|
|
|
Proactive Skill Posting in Referral Networks |
|
|
585 | (12) |
|
|
|
|
|
|
|
Comprehensive Influence Propagation Modelling for Hybrid Social Network |
|
|
597 | (12) |
|
|
|
|
|
|
|
Multi-agent Planning with Collaborative Actions |
|
|
609 | (14) |
|
|
|
|
|
|
|
|
Open-Domain Question Answering Framework Using Wikipedia |
|
|
623 | (13) |
|
|
|
|
|
|
|
|
|
Predicting the Rank of Trending Topics |
|
|
636 | (12) |
|
|
|
|
|
|
|
|
|
A Topic Transition Map for Query Expansion: A Semantic Analysis of Click-Through Data and Test Collections |
|
|
648 | (17) |
|
|
|
|
|
|
|
Unsupervised Keyphrase Extraction: Introducing New Kinds of Words to Keyphrases |
|
|
665 | (10) |
|
|
|
|
|
|
|
Selected Papers from AI 2016 Doctoral Consortium |
|
|
|
Shaping Interactive Marketing Communication (IMC) Through Social Media Analytics and Modelling |
|
|
675 | (7) |
|
|
|
Ingenious Product Form Co-design System for the Industry 4.0 |
|
|
682 | (9) |
|
|
|
Selected Papers from SMA 2016 |
|
|
|
Data Lifecycle and Tagging for Internet of Things Applications |
|
|
691 | (5) |
|
|
|
|
|
|
|
|
|
A Content-Based Routing Scheme for Mobile Data Offloading in Pocket Switched Networks |
|
|
696 | (6) |
|
|
|
|
|
Exploring the Use of Big Data Analytics for Improving Support to Students in Higher Education |
|
|
702 | (6) |
|
|
|
|
|
|
|
DataCon: Easier Data Sharing, Exploration, and Fusion with Automatic Metadata Generation |
|
|
708 | (6) |
|
|
|
An Empirical Evaluation of Job Classification Using Online Job Advertisements |
|
|
714 | (6) |
|
|
|
|
|
Robust Text Detection in Natural Scene Images |
|
|
720 | (7) |
|
|
|
|
| Author Index |
|
727 | |
Biežāk uzdotie jautājumi par e-grāmatām