國立虎尾科技大學 |

Artificial Intelligence XXXVII = 40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Artificial Intelligence XXXVII/ edited by Max Bramer, Richard Ellis.
Reminder of title:	40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings /
other author:	Bramer, Max.
Description:	XIV, 406 p. 125 illus., 38 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-030-63799-6
ISBN:	9783030637996

Artificial Intelligence XXXVII = 40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings /
Artificial Intelligence XXXVII40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings /[electronic resource] :edited by Max Bramer, Richard Ellis. - 1st ed. 2020. - XIV, 406 p. 125 illus., 38 illus. in color.online resource. - Lecture Notes in Artificial Intelligence ;12498. - Lecture Notes in Artificial Intelligence ;9285.

Technical Papers -- Exposing Students to New Terminologies While Collecting Browsing Search Data -- Neural Nets and Knowledge Management -- Symbolic Explanation Module for Fuzzy Cognitive Map-based Reasoning Models -- Overlap Training to Mitigate Inconsistencies Caused by Image Tiling in CNNs -- The Use of Max-Sat for Optimal Choice of Automated Theory Repairs -- Machine Learning -- Mining Interpretable Rules for Sentiment and Semantic Relation Analysis using Tsetlin Machines -- Personalised Meta-Learning for Human Activity Recognition with Few-data -- CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning -- A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning -- Accelerating the Training of an LP-SVR over Large Datasets -- Short Technical Stream Papers -- Learning Categories with Spiking Nets and Spike Timing Dependent Plasticity -- Developing Ensemble Methods for Detecting Anomalies in Water Level Data -- Detecting Node Behaviour Changes in Subgraphs -- ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units -- Application Papers -- Partial-ACO Mutation Strategies to Scale-up Fleet Optimisation and Improve Air Quality -- Industrial Applications -- A Metaheuristic Search Technique for Solving the Warehouse Stock Management Problem and the Routing Problem in a Real Company -- Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction -- Semantic Technologies Towards Accountable Artificial Intelligence: A Poultry Chain Management Use Case -- Short-term Forecasting Methodology for Energy Demand in Residential Buildings and the Impact of the COVID-19 Pandemic on Forecasts -- Weather Downtime Prediction in a South African Port Environment -- Advances in Applied AI -- Software Fault Localisation via Probabilistic Modelling -- Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach -- Ensemble-Based Relationship Discovery in Relational Databases -- Intention-Aware Model to Support Agent Deliberation in a Large-Scale Dynamic Multi-Agent Application -- Medical and Legal Applications -- Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora -- In-Bed Human Pose Classification Using Sparse Inertial Signals -- Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience -- What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing -- Short Application Stream Papers -- Using Sentence Embedding For Cross-Language Plagiarism Detection -- Leveraging Anomaly Detection for Proactive Application Monitoring -- Using Active Learning to Understand the Videoconference Experience: A Case Study -- An Application of EDA and GA for Permutation Based Spare Part Allocation Problem -- Do You Remember Me? Betty the Conversational Agent.

This book constitutes the proceedings of the 40th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2020, which was supposed to be held in Cambridge, UK, in December 2020. The conference was held virtually due to the COVID-19 pandemic. The 23 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 44 submissions. The volume includes technical papers presenting new and innovative developments in the field as well as application papers presenting innovative applications of AI techniques in a number of subject domains. The papers are organized in the following topical sections: neural nets and knowledge management; machine learning; industrial applications; advances in applied AI; and medical and legal applications.

ISBN: 9783030637996

Standard No.: 10.1007/978-3-030-63799-6doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Artificial Intelligence XXXVII = 40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings /
LDR:05275nam a22004095i 4500 001 1030695
003 DE-He213
005 20201127175949.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030637996 $9 978-3-030-63799-6
024 7 $a 10.1007/978-3-030-63799-6 $2 doi
035 $a 978-3-030-63799-6
050 4 $a Q334-342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Artificial Intelligence XXXVII $h [electronic resource] : $b 40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings / $c edited by Max Bramer, Richard Ellis.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XIV, 406 p. 125 illus., 38 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Lecture Notes in Artificial Intelligence ; $v 12498
505 0 $a Technical Papers -- Exposing Students to New Terminologies While Collecting Browsing Search Data -- Neural Nets and Knowledge Management -- Symbolic Explanation Module for Fuzzy Cognitive Map-based Reasoning Models -- Overlap Training to Mitigate Inconsistencies Caused by Image Tiling in CNNs -- The Use of Max-Sat for Optimal Choice of Automated Theory Repairs -- Machine Learning -- Mining Interpretable Rules for Sentiment and Semantic Relation Analysis using Tsetlin Machines -- Personalised Meta-Learning for Human Activity Recognition with Few-data -- CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning -- A Novel Multi-Step Finite-State Automaton for Arbitrarily Deterministic Tsetlin Machine Learning -- Accelerating the Training of an LP-SVR over Large Datasets -- Short Technical Stream Papers -- Learning Categories with Spiking Nets and Spike Timing Dependent Plasticity -- Developing Ensemble Methods for Detecting Anomalies in Water Level Data -- Detecting Node Behaviour Changes in Subgraphs -- ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units -- Application Papers -- Partial-ACO Mutation Strategies to Scale-up Fleet Optimisation and Improve Air Quality -- Industrial Applications -- A Metaheuristic Search Technique for Solving the Warehouse Stock Management Problem and the Routing Problem in a Real Company -- Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction -- Semantic Technologies Towards Accountable Artificial Intelligence: A Poultry Chain Management Use Case -- Short-term Forecasting Methodology for Energy Demand in Residential Buildings and the Impact of the COVID-19 Pandemic on Forecasts -- Weather Downtime Prediction in a South African Port Environment -- Advances in Applied AI -- Software Fault Localisation via Probabilistic Modelling -- Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach -- Ensemble-Based Relationship Discovery in Relational Databases -- Intention-Aware Model to Support Agent Deliberation in a Large-Scale Dynamic Multi-Agent Application -- Medical and Legal Applications -- Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora -- In-Bed Human Pose Classification Using Sparse Inertial Signals -- Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience -- What Are We Depressed About When We Talk About COVID-19: Mental Health Analysis on Tweets Using Natural Language Processing -- Short Application Stream Papers -- Using Sentence Embedding For Cross-Language Plagiarism Detection -- Leveraging Anomaly Detection for Proactive Application Monitoring -- Using Active Learning to Understand the Videoconference Experience: A Case Study -- An Application of EDA and GA for Permutation Based Spare Part Allocation Problem -- Do You Remember Me? Betty the Conversational Agent.
520 $a This book constitutes the proceedings of the 40th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2020, which was supposed to be held in Cambridge, UK, in December 2020. The conference was held virtually due to the COVID-19 pandemic. The 23 full papers and 9 short papers presented in this volume were carefully reviewed and selected from 44 submissions. The volume includes technical papers presenting new and innovative developments in the field as well as application papers presenting innovative applications of AI techniques in a number of subject domains. The papers are organized in the following topical sections: neural nets and knowledge management; machine learning; industrial applications; advances in applied AI; and medical and legal applications.
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computers. $3 565115
650 0 $a Application software. $3 528147
650 0 $a Computer communication systems. $3 1115394
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Information Systems and Communication Service. $3 669203
650 2 4 $a Computer Applications. $3 669785
650 2 4 $a Computer Communication Networks. $3 669310
700 1 $a Bramer, Max. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 670035
700 1 $a Ellis, Richard. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 677873
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030637989
776 0 8 $i Printed edition: $z 9783030638009
830 0 $a Lecture Notes in Artificial Intelligence ; $v 9285 $3 1253845
856 4 0 $u https://doi.org/10.1007/978-3-030-63799-6
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)