LEADER 07189nam 22007335 450 001 996465593103316 005 20200704172806.0 010 $a3-319-89656-3 024 7 $a10.1007/978-3-319-89656-4 035 $a(CKB)4100000003359647 035 $a(DE-He213)978-3-319-89656-4 035 $a(MiAaPQ)EBC5578398 035 $a(PPN)226696561 035 $a(EXLCZ)994100000003359647 100 $a20180405d2018 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Artificial Intelligence$b[electronic resource] $e31st Canadian Conference on Artificial Intelligence, Canadian AI 2018, Toronto, ON, Canada, May 8?11, 2018, Proceedings /$fedited by Ebrahim Bagheri, Jackie C.K. Cheung 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XIV, 396 p. 83 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v10832 311 $a3-319-89655-5 320 $aIncludes bibliographical references and index. 327 $aCompressing Bayesian Networks: Swarm-Based Descent, Efficiency, and Posterior Accuracy -- De-Causalizing NAT-Modeled Bayesian Networks for Inference Efficiency -- A Novel Evaluation Methodology for Assessing Off-Policy Learning Methods in Contextual Bandits -- Synthesizing Controllers: On the Correspondence Between LTL Synthesis and Non-Deterministic Planning -- Logic-Based Benders Decomposition for Two-Stage Flexible Flow Shop Scheduling with Unrelated Parallel Machines -- Advice-Based Exploration in Model-Based Reinforcement Learning -- Deep Super Learner: A Deep Ensemble for Classification Problem -- One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data -- MedFact: Towards Improving Veracity of Medical Information in Social Media Using Applied Machine Learning -- Re-ranking Candidate Lists for Improved Lexical Induction -- Analysis of Social Media Posts for Early Detection of Mental Health Conditions -- Motor Bearing Fault diagnosis Using Deep Convolutional Neural Networks with 2D Analysis of Vibration Signal -- Mobile App for Detection of Counterfeit Banknotes -- A Multi-agent Framework for Understanding Addiction -- Infusing Domain Knowledge to Improve the Detection of Alzheimer's Disease from Everyday Motion Behavior -- An Incremental Machine Learning Algorithm for Nuclear Forensics -- MML-Based Approach for Determining the Number of Topics in EDCM Mixture Models -- Constrained Bayesian Optimization for Problems with Piece-wise Smooth Constraints -- Dimensionality Reduction and Visualization by Doubly Kernelized Unit Ball Embedding -- Accelerated Gradient and Block-wise Gradient Methods for Big Data Factorization -- Learning Belief Revision Operators -- Solving Constraint Satisfaction Problems Using Firey Algorithms -- An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem -- Predicting Transportation Modes of GPS Trajectories Using Feature Engineering and Noise Removal -- Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations -- Drug-Target Interaction Network Predictions for Drug Repurposing Using LASSO-based Regularized Linear Classification Model -- Optimal Scheduling for Smart Charging of Electric Vehicles Using Dynamic Programming -- Combining MCTS and A3C for Prediction of Spatially Spreading Processes in Forest Wildfire Settings -- Text-based Detection of Unauthorized Users of Social Media Accounts -- N-gram Based Approach for Automatic Prediction of Essay Rubric Marks -- Matching Resumes to Job Descriptions with Stacked Models -- Towards a Comprehensive Evaluation of Recommenders: A Cognition-based Approach -- A Sentence-level Sparse Gamma Topic Model for Sentiment Analysis -- Topic Detection and document Similarity on Financial News -- Software Defect Prediction from Code Quality Measurements via Machine Learning -- Automated Scheduling: Reinforcement Learning Approach to Algorithm Policy Learning -- Estimating Vineyard Grape Yield from Images -- Real-time Deep Learning Pedestrians Classification on a Micro-controller -- A Unified Evaluation Framework for Recommender Systems -- Early Detection of Alzheimer's Disease Using Deep Learning -- Learning with Prior Domain Knowledge and Insufficient Annotated Data -- Predicting Crime Using Spatial Features -- A Tool for Defining and Simulating Storage Strategies on the Smart Grid -- Decision Assist for Self-Driving Cars -- Rule Mining and Prediction Using the Flek Machine -- A New Machine Learning Engine. 330 $aThis book constitutes the refereed proceedings of the 31th Canadian Conference on Artificial Intelligence, Canadian AI 2018, held in Toronto, ON, Canada, in May 2018. The 16 regular papers and 18 short papers presented together with 7 Graduate Student Symposium papers and 4 Industry Track papers were carefully reviewed and selected from 72 submissions. The focus of the conference was on artificial intelligence research and advanced information and communications technology. 410 0$aLecture Notes in Artificial Intelligence ;$v10832 606 $aArtificial intelligence 606 $aApplication software 606 $aInformation storage and retrieval 606 $aNatural language processing (Computer science) 606 $aAlgorithms 606 $aData mining 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aNatural Language Processing (NLP)$3https://scigraph.springernature.com/ontologies/product-market-codes/I21040 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 615 0$aArtificial intelligence. 615 0$aApplication software. 615 0$aInformation storage and retrieval. 615 0$aNatural language processing (Computer science). 615 0$aAlgorithms. 615 0$aData mining. 615 14$aArtificial Intelligence. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aInformation Storage and Retrieval. 615 24$aNatural Language Processing (NLP). 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aData Mining and Knowledge Discovery. 676 $a006.3 702 $aBagheri$b Ebrahim$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCheung$b Jackie C.K$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465593103316 996 $aAdvances in Artificial Intelligence$9772131 997 $aUNISA