東華大學圖書館 |

Advanced topics in intelligent information and database systems

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advanced topics in intelligent information and database systems/ edited by Dariusz Krol, Ngoc Thanh Nguyen, Kiyoaki Shirai.
其他作者:	Krol, Dariusz.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xiii, 561 p. :ill. (some col.), digital ;24 cm.
內容註:	Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Diﬀerent Classiﬁcation Techniques for Customers' Behavior Analysis -- Classiﬁcation of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classiﬁcation Algorithm with Speciﬁc Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buﬀers -- Parametric Optimization of the Selected Classiﬁers in Binary Classiﬁcation -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Inﬂuence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Eﬀective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identiﬁcation based on Leaf and Flower Images -- An Eﬃcient Defect Classiﬁcation Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space in Time -- Recent Advances in the Field of Foreground Detection: An Overview -- Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction based on Fuzzy C-Means Algorithm -- Part IV: Data-Intensive Text Processing -- Automatic Post-Editing of Kazakh Sentences Machine Translated from English -- Complex Technology of Machine Translation Resources Extension for the Kazakh Language -- Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents -- Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classiﬁcation -- Financial Reports and Financial News - An Information Content Gap Analysis -- The Great National Photocorpus of 20th-Century Vietnamese. Origins, assumptions and goals -- The Impact of User Sentiment Aroused by The-day-of-the-week on the Recommendation Eﬀectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods for Sentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classiﬁcation Using ANFIS -- Part V: Innovations in Web and Internet Technologies -- Analysis of Indoor Positioning Based on BLE -- A Fusion Technique of Schema and Syntax Rules for Validating Open Data -- Job Description Language for a Browser-Based Computing Platform -- A Preliminary Report -- Measuring the Eﬀectiveness of Knowledge Driven Web Applications -- Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience -- Part VI: New Methods and Applications in Software Engineering -- Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area -- Checking Compliance of Program with SecureUML Model -- Generation of Test Data using Genetic Algorithm and Constraint Solver -- Investigating the Issues of using Agile Methods in Oﬀshore Software Development in Sri Lanka -- A Method for Automated Test Cases Generation from UML Models with String ConstraintS -- Mobile Application for Calculation of Optimal Route Between Searched Points of Interest -- On Implementation of the Assumption Generation Method for Component-Based Software Veriﬁcation.
Contained By:	Springer eBooks
標題:	Artificial intelligence. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-56660-3
ISBN:	9783319566603

Advanced topics in intelligent information and database systems
Advanced topics in intelligent information and database systems[electronic resource] /edited by Dariusz Krol, Ngoc Thanh Nguyen, Kiyoaki Shirai. - Cham :Springer International Publishing :2017. - xiii, 561 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v.7101860-949X ;. - Studies in computational intelligence ;v.710..

Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Diﬀerent Classiﬁcation Techniques for Customers' Behavior Analysis -- Classiﬁcation of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classiﬁcation Algorithm with Speciﬁc Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buﬀers -- Parametric Optimization of the Selected Classiﬁers in Binary Classiﬁcation -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Inﬂuence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Eﬀective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identiﬁcation based on Leaf and Flower Images -- An Eﬃcient Defect Classiﬁcation Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space in Time -- Recent Advances in the Field of Foreground Detection: An Overview -- Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction based on Fuzzy C-Means Algorithm -- Part IV: Data-Intensive Text Processing -- Automatic Post-Editing of Kazakh Sentences Machine Translated from English -- Complex Technology of Machine Translation Resources Extension for the Kazakh Language -- Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents -- Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classiﬁcation -- Financial Reports and Financial News - An Information Content Gap Analysis -- The Great National Photocorpus of 20th-Century Vietnamese. Origins, assumptions and goals -- The Impact of User Sentiment Aroused by The-day-of-the-week on the Recommendation Eﬀectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods for Sentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classiﬁcation Using ANFIS -- Part V: Innovations in Web and Internet Technologies -- Analysis of Indoor Positioning Based on BLE -- A Fusion Technique of Schema and Syntax Rules for Validating Open Data -- Job Description Language for a Browser-Based Computing Platform -- A Preliminary Report -- Measuring the Eﬀectiveness of Knowledge Driven Web Applications -- Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience -- Part VI: New Methods and Applications in Software Engineering -- Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area -- Checking Compliance of Program with SecureUML Model -- Generation of Test Data using Genetic Algorithm and Constraint Solver -- Investigating the Issues of using Agile Methods in Oﬀshore Software Development in Sri Lanka -- A Method for Automated Test Cases Generation from UML Models with String ConstraintS -- Mobile Application for Calculation of Optimal Route Between Searched Points of Interest -- On Implementation of the Assumption Generation Method for Component-Based Software Veriﬁcation.

ISBN: 9783319566603

Standard No.: 10.1007/978-3-319-56660-3doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335

Dewey Class. No.: 006.3

Advanced topics in intelligent information and database systems
LDR:05383nmm a2200313 a 4500 001 2092874
003 DE-He213
005 20170915101710.0
006 m d
007 cr nn 008maaau
008 171117s2017 gw s 0 eng d
020 $a 9783319566603 $q (electronic bk.)
020 $a 9783319566597 $q (paper)
024 7 $a 10.1007/978-3-319-56660-3 $2 doi
035 $a 978-3-319-56660-3
040 $a GP $c GP
041 0 $a eng
050 4 $a Q335
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 006.3 $2 23
090 $a Q335 $b .A244 2017
245 0 0 $a Advanced topics in intelligent information and database systems $h [electronic resource] / $c edited by Dariusz Krol, Ngoc Thanh Nguyen, Kiyoaki Shirai.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xiii, 561 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-949X ; $v v.710
505 0 $a Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Diﬀerent Classiﬁcation Techniques for Customers' Behavior Analysis -- Classiﬁcation of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classiﬁcation Algorithm with Speciﬁc Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buﬀers -- Parametric Optimization of the Selected Classiﬁers in Binary Classiﬁcation -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Inﬂuence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Eﬀective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identiﬁcation based on Leaf and Flower Images -- An Eﬃcient Defect Classiﬁcation Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space in Time -- Recent Advances in the Field of Foreground Detection: An Overview -- Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction based on Fuzzy C-Means Algorithm -- Part IV: Data-Intensive Text Processing -- Automatic Post-Editing of Kazakh Sentences Machine Translated from English -- Complex Technology of Machine Translation Resources Extension for the Kazakh Language -- Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents -- Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classiﬁcation -- Financial Reports and Financial News - An Information Content Gap Analysis -- The Great National Photocorpus of 20th-Century Vietnamese. Origins, assumptions and goals -- The Impact of User Sentiment Aroused by The-day-of-the-week on the Recommendation Eﬀectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods for Sentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classiﬁcation Using ANFIS -- Part V: Innovations in Web and Internet Technologies -- Analysis of Indoor Positioning Based on BLE -- A Fusion Technique of Schema and Syntax Rules for Validating Open Data -- Job Description Language for a Browser-Based Computing Platform -- A Preliminary Report -- Measuring the Eﬀectiveness of Knowledge Driven Web Applications -- Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience -- Part VI: New Methods and Applications in Software Engineering -- Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area -- Checking Compliance of Program with SecureUML Model -- Generation of Test Data using Genetic Algorithm and Constraint Solver -- Investigating the Issues of using Agile Methods in Oﬀshore Software Development in Sri Lanka -- A Method for Automated Test Cases Generation from UML Models with String ConstraintS -- Mobile Application for Calculation of Optimal Route Between Searched Points of Interest -- On Implementation of the Assumption Generation Method for Component-Based Software Veriﬁcation.
650 0 $a Artificial intelligence. $3 516317
650 0 $a Databases. $3 747532
650 0 $a Data mining. $3 562972
650 1 4 $a Engineering. $3 586835
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
700 1 $a Krol, Dariusz. $3 923282
700 1 $a Nguyen, Ngoc Thanh. $3 898668
700 1 $a Shirai, Kiyoaki. $3 3227181
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a Studies in computational intelligence ; $v v.710. $3 3227182
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-56660-3
950 $a Engineering (Springer-11647)