Recent trends and future technology in applied intelligence 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings /
This book constitutes the thoroughly refereed proceedings of the 31st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, held in Montreal, QC, Canada, in June 2018. The 53 full papers and 33 short papers presented were carefully r...
| Corporate Authors: | International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems Montreal, Québec) |
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| Other Authors: | International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, Mouhoub, Malek,, Sadaoui, Samira,, Ait Mohamed, Otmane,, Ali, Moonis,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Cham, Switzerland :
Springer,
[2018]
|
| Physical Description: |
1 online resource (xx, 913 pages) : illustrations. |
| Series: |
Lecture notes in computer science ;
10868. Lecture notes in computer science. Lecture notes in artificial intelligence. LNCS sublibrary. Artificial intelligence. |
| Subjects: |
| Summary: |
This book constitutes the thoroughly refereed proceedings of the 31st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, held in Montreal, QC, Canada, in June 2018. The 53 full papers and 33 short papers presented were carefully reviewed and selected from 146 submissions. They are organized in the following topical sections: constraint solving and optimization; data mining and knowledge discovery; evolutionary computation; expert systems and robotics; knowledge representation, machine learning; meta-heuristics; multi-agent systems; natural language processing; neural networks; planning, scheduling and spatial reasoning; rough sets, Internet of Things (IoT), ubiquitous computing and big data; data science, privacy, and security; inelligent systems approaches in information extraction; and artificial intelligence, law and justice. |
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| Item Description: |
This book constitutes the thoroughly refereed proceedings of the 31st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, held in Montreal, QC, Canada, in June 2018. The 53 full papers and 33 short papers presented were carefully reviewed and selected from 146 submissions. They are organized in the following topical sections: constraint solving and optimization; data mining and knowledge discovery; evolutionary computation; expert systems and robotics; knowledge representation, machine learning; meta-heuristics; multi-agent systems; natural language processing; neural networks; planning, scheduling and spatial reasoning; rough sets, Internet of Things (IoT), ubiquitous computing and big data; data science, privacy, and security; inelligent systems approaches in information extraction; and artificial intelligence, law and justice. Intro -- Preface -- Organization -- Contents -- Constraint Solving and Optimization -- A Method for the Online Construction of the Set of States of a Markov Decision Process Using Answer Set Programming -- 1 Introduction -- 2 Background -- 2.1 MDP and Reinforcement Learning -- 2.2 Answer Set Programming -- 3 Online ASP for MDP: oASP(MDP) -- 4 Tests and Results -- 4.1 First Test: Changes in the Wall-Free-Space Ratio -- 4.2 Second Test: Changes in the Transition Probabilities -- 5 Related Work -- 6 Conclusion -- References. Hardware/Software Co-design for Template Matching Using Cuckoo Search Optimization -- 1 Introduction -- 2 Theoretical Background -- 3 Hardware Architecture -- 4 Results -- 5 Conclusion -- References -- Optimziation Methods for Beacon Based Foraging Algorithms -- 1 Introduction -- 2 Related Work -- 3 The Rostering Technique -- 4 Rostering Experimental Analysis -- 5 Network Optimizaiton -- 6 NetOpt Experimental Analysis -- 7 Future Work -- 8 Conclusions -- References -- On Using S̀̀tochastic Learning on the Line'' to Design Novel Distance Estimation Methods -- 1 Introduction. 2 Distance Estimation: Core Concepts -- 2.1 Distance Estimation Functions (DEFs) -- 3 The Adaptive Tertiary Search and Its Use in DE -- 3.1 Updating Search Intervals -- 3.2 The Corresponding LA -- 3.3 The Corresponding Environment -- 4 Testing and Results: 2-Dimensional Environments -- 5 Conclusions -- References -- Data Mining and Knowledge Discovery -- Person Re-identification Using Masked Keypoints -- 1 Introduction -- 2 Person Re-identification -- 3 A Keypoint-Based Re-ID Method -- 3.1 Person Detection -- 3.2 Person Re-identification -- 4 Experiments -- 4.1 Data Collection. 4.2 Parameters Setting -- 4.3 Comparing Our Method -- 5 Conclusions -- References -- Knowledge Discovery Process for Detection of Spatial Outliers -- 1 Introduction -- 2 Knowledge Discovery Process for Detection of Spatial Outliers -- 2.1 Data Preparation -- 2.2 Neighborhood Definition -- 2.3 Outlier Detection and Filtering -- 2.4 Neighborhood Description -- 2.5 Group Outlier Detection -- 2.6 Information Analysis -- 3 Proof of Concept -- 4 Conclusion -- References -- Text Modeling Using Multinomial Scaled Dirichlet Distributions -- 1 Introduction. 2 Multinomial and Dirichlet Compound Multinomial -- 3 Multinomial Scaled Dirichlet (MSD) Distribution -- 4 MSD Mixture Model Learning -- 5 Experimental Results -- 6 Conclusion -- References -- A Comparison of Knee Strategies for Hierarchical Spatial Clustering -- 1 Introduction -- 2 Background -- 2.1 Hierarchical Clustering -- 2.2 Distance Measures -- 2.3 Knee Determination -- 3 Spatial Data and Preparation -- 4 Results -- 5 Conclusion -- References -- Credit Card Default Prediction as a Classification Problem -- Abstract -- 1 Introduction -- 2 Related Works. |
| Physical Description: |
1 online resource (xx, 913 pages) : illustrations. |
| ISBN: |
9783319920580 3319920588 |