國立虎尾科技大學 |

Decision mathematics, statistical learning and data mining = selected contributions from ICMSCT2023, Manila, Philippines, September 20-21 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Decision mathematics, statistical learning and data mining/ edited by Wan Fairos Wan Yaacob, Yap Bee Wah, Obaid Ullah Mehmood.
其他題名:	selected contributions from ICMSCT2023, Manila, Philippines, September 20-21 /
其他題名:	ICMSCT 2023
其他作者:	Mehmood, Obaid Ullah.
團體作者:	Workshop on the Preservation of Stability under Discretization
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xxii, 381 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Data Mining and Knowledge Discovery. -
電子資源:	https://doi.org/10.1007/978-981-97-3450-4
ISBN:	9789819734504

Decision mathematics, statistical learning and data mining = selected contributions from ICMSCT2023, Manila, Philippines, September 20-21 /
Decision mathematics, statistical learning and data miningselected contributions from ICMSCT2023, Manila, Philippines, September 20-21 /[electronic resource] :ICMSCT 2023edited by Wan Fairos Wan Yaacob, Yap Bee Wah, Obaid Ullah Mehmood. - Singapore :Springer Nature Singapore :2024. - xxii, 381 p. :ill. (some col.), digital ;24 cm. - Springer proceedings in mathematics & statistics,v. 4612194-1017 ;. - Springer proceedings in mathematics & statistics ;v.24..

Chapter 1 Roughness-Dice Similarity Measure Generalization for Rough Neutrosophic Set Application in Investment Selection Company -- Chapter 2 Mathematical Modelling of a Food Chain with Intraspecific Competition in the Middle Predator -- Chapter 3 The Application of Simplified Multi-Granular Linguistic Term Sets in Decision-Making Method for an Investment Company -- Chapter 4 Optimum Resource Allocation at Emergency Department's Yellow Zone using Simulation and Data Envelopment Analysis -- Chapter 5 Performance Efficiency of Paddy Granaries Production in Malaysia Using Bi-O MCDEA BCC Super Efficiency Model -- Chapter 6 A Hybrid Multicriteria Decision Making Model for Environmentally Sustainable Port -- Chapter 7 Spatial and Time Series Modeling for The Groundwater Level of Peatlands in Riau and Central Kalimantan, Indonesia -- Chapter 8 Singular Value Decomposition on Correspondence Analysis as Derivation of Principal Component Analysis -- Chapter 9 Stackelberg Equilibrium between Insured and Insurer in n-year Life Insurance -- chapter 10 Modelling and Forecasting Natural Rubber Price in Malaysia: Comparison between HES, ARIMA and ANN -- Chapter 11The Study of Cramer's V for Variables Association on Stainless Steels Corrosion Problem -- Chapter 12 Analysis of Hospital Occupancy for COVID-19 Patients using Erlang B Queueing System -- Chapter 13 Effect of Frequent Adjustments of Risky Assets on Portfolio Value of Unit-Linked Insurance -- Chapter 14 The Correspondence Analysis Between Types of Motor Vehicle Claims and Customer Locations: A Case Study on Sharia General Insurance in Indonesia -- Chapter 15 Autoregressive Integrated Moving Average (ARIMA) Model for Forecasting Malaysia Under-5 Mortality by State and Gender -- Chapter 16 Point Biserial Correlation Coefficient on Climate Variables and Dengue Cases using R Programming -- Chapter 17 Spatio-Temporal Patterns of Land Use Land Cover Change Associated with the Establishment of UiTM Cawangan Kelantan, Malaysia -- Chapter 18 Image Data Clustering Based on the Distribution Function -- Chapter 19 Optimizing Color Model Selection for Accurate Target Detection in Rail Anomaly -- Chapter 20 Cyberbullying Detection Using Data Mining and Sentiment Analysis: Repository Building in Bruneian Context -- Chapter 21 Real-Time Masked Facial Recognition with MobileNetV2 and Transfer Learning -- Chapter 22 JUVDATA: Data Visualization of Juvenile Crime in Malaysia -- Chapter 23 MalAware: An Agile and OSEMN-Based Big Data Visualisation for Malware Detection -- Chapter 24 A Systematic Mapping of Data Visualization in Business Intelligence.

This book is a collection of selected research papers presented at the Mathematics, Statistics and Computing Technology (ICMSCT2023), held at the UST Angelicum College, Philippines, from 20th to 21st September 2023. This biennial event is a result from collaborations of university partners in Malaysia, Thailand, Indonesia and Philippines. Increasing investment in digital technologies is a challenge faced by most countries after the crisis caused by COVID-19 and the demand of technological revolution 4.0. Indirectly, regardless of their level of development, they take into account the importance of redesigning strategies for resilient and sustainable regional economic development, increasing regional resilience and minimizing recovery costs as a basis for development. In such situation, this book gather discussion, viewpoints and findings on the recent works of mathematical and computing technology applications in order to propose solutions to overcome adversity of digital resilience. This book covers a wide range of topics on applied mathematics, which includes decision mathematics and also applied statistics covering statistical learning with applications. In addition, the book also highlight the latest application of statistical mining and data visualization, particularly on data mining, machine learning and data visualization. Editors believe this book will interest and influence researchers on the recent techniques, methodologies and applications to ensure digital resilience and support future research.

ISBN: 9789819734504

Standard No.: 10.1007/978-981-97-3450-4doiSubjects--Topical Terms:

677765
Data Mining and Knowledge Discovery.

LC Class. No.: QA276.A1

Dewey Class. No.: 519.5

Decision mathematics, statistical learning and data mining = selected contributions from ICMSCT2023, Manila, Philippines, September 20-21 /
LDR:05387nam a2200349 a 4500 001 1138457
003 DE-He213
005 20241027115929.0
006 m d
007 cr nn 008maaau
008 250117s2024 si s 0 eng d
020 $a 9789819734504 $q (electronic bk.)
020 $a 9789819734498 $q (paper)
024 7 $a 10.1007/978-981-97-3450-4 $2 doi
035 $a 978-981-97-3450-4
040 $a GP $c GP
041 0 $a eng
050 4 $a QA276.A1
072 7 $a UYA $2 bicssc
072 7 $a MAT003000 $2 bisacsh
072 7 $a UYA $2 thema
082 0 4 $a 519.5 $2 23
090 $a QA276.A1 $b I61 2023
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Decision mathematics, statistical learning and data mining $h [electronic resource] : $b selected contributions from ICMSCT2023, Manila, Philippines, September 20-21 / $c edited by Wan Fairos Wan Yaacob, Yap Bee Wah, Obaid Ullah Mehmood.
246 3 $a ICMSCT 2023
260 $a Singapore : $c 2024. $b Springer Nature Singapore : $b Imprint: Springer,
300 $a xxii, 381 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Springer proceedings in mathematics & statistics, $x 2194-1017 ; $v v. 461
505 0 $a Chapter 1 Roughness-Dice Similarity Measure Generalization for Rough Neutrosophic Set Application in Investment Selection Company -- Chapter 2 Mathematical Modelling of a Food Chain with Intraspecific Competition in the Middle Predator -- Chapter 3 The Application of Simplified Multi-Granular Linguistic Term Sets in Decision-Making Method for an Investment Company -- Chapter 4 Optimum Resource Allocation at Emergency Department's Yellow Zone using Simulation and Data Envelopment Analysis -- Chapter 5 Performance Efficiency of Paddy Granaries Production in Malaysia Using Bi-O MCDEA BCC Super Efficiency Model -- Chapter 6 A Hybrid Multicriteria Decision Making Model for Environmentally Sustainable Port -- Chapter 7 Spatial and Time Series Modeling for The Groundwater Level of Peatlands in Riau and Central Kalimantan, Indonesia -- Chapter 8 Singular Value Decomposition on Correspondence Analysis as Derivation of Principal Component Analysis -- Chapter 9 Stackelberg Equilibrium between Insured and Insurer in n-year Life Insurance -- chapter 10 Modelling and Forecasting Natural Rubber Price in Malaysia: Comparison between HES, ARIMA and ANN -- Chapter 11The Study of Cramer's V for Variables Association on Stainless Steels Corrosion Problem -- Chapter 12 Analysis of Hospital Occupancy for COVID-19 Patients using Erlang B Queueing System -- Chapter 13 Effect of Frequent Adjustments of Risky Assets on Portfolio Value of Unit-Linked Insurance -- Chapter 14 The Correspondence Analysis Between Types of Motor Vehicle Claims and Customer Locations: A Case Study on Sharia General Insurance in Indonesia -- Chapter 15 Autoregressive Integrated Moving Average (ARIMA) Model for Forecasting Malaysia Under-5 Mortality by State and Gender -- Chapter 16 Point Biserial Correlation Coefficient on Climate Variables and Dengue Cases using R Programming -- Chapter 17 Spatio-Temporal Patterns of Land Use Land Cover Change Associated with the Establishment of UiTM Cawangan Kelantan, Malaysia -- Chapter 18 Image Data Clustering Based on the Distribution Function -- Chapter 19 Optimizing Color Model Selection for Accurate Target Detection in Rail Anomaly -- Chapter 20 Cyberbullying Detection Using Data Mining and Sentiment Analysis: Repository Building in Bruneian Context -- Chapter 21 Real-Time Masked Facial Recognition with MobileNetV2 and Transfer Learning -- Chapter 22 JUVDATA: Data Visualization of Juvenile Crime in Malaysia -- Chapter 23 MalAware: An Agile and OSEMN-Based Big Data Visualisation for Malware Detection -- Chapter 24 A Systematic Mapping of Data Visualization in Business Intelligence.
520 $a This book is a collection of selected research papers presented at the Mathematics, Statistics and Computing Technology (ICMSCT2023), held at the UST Angelicum College, Philippines, from 20th to 21st September 2023. This biennial event is a result from collaborations of university partners in Malaysia, Thailand, Indonesia and Philippines. Increasing investment in digital technologies is a challenge faced by most countries after the crisis caused by COVID-19 and the demand of technological revolution 4.0. Indirectly, regardless of their level of development, they take into account the importance of redesigning strategies for resilient and sustainable regional economic development, increasing regional resilience and minimizing recovery costs as a basis for development. In such situation, this book gather discussion, viewpoints and findings on the recent works of mathematical and computing technology applications in order to propose solutions to overcome adversity of digital resilience. This book covers a wide range of topics on applied mathematics, which includes decision mathematics and also applied statistics covering statistical learning with applications. In addition, the book also highlight the latest application of statistical mining and data visualization, particularly on data mining, machine learning and data visualization. Editors believe this book will interest and influence researchers on the recent techniques, methodologies and applications to ensure digital resilience and support future research.
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Data and Information Visualization. $3 1366914
650 2 4 $a Computational Science and Engineering. $3 670319
650 2 4 $a Statistical Learning. $3 1396099
650 1 4 $a Mathematical Applications in Computer Science. $3 815331
650 0 $a Data mining $v Congresses. $3 528575
650 0 $a Decision making $x Statistical methods $v Congresses. $3 1462184
650 0 $a Mathematical statistics $3 682993
700 1 $a Mehmood, Obaid Ullah. $3 1462183
700 1 $a Wah, Yap Bee. $3 1069300
700 1 $a Wan Yaacob, Wan Fairos. $3 1462182
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Springer proceedings in mathematics & statistics ; $v v.24. $3 883338
856 4 0 $u https://doi.org/10.1007/978-981-97-3450-4
950 $a Mathematics and Statistics (SpringerNature-11649)