國立虎尾科技大學 |

Analytics, machine learning, and artificial intelligence = second analytics global conference, AGC 2024, Kolkata, India, March 6-7, 2024, revised selected papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Analytics, machine learning, and artificial intelligence/ edited by Suparna Dhar ... [et al.].
Reminder of title:	second analytics global conference, AGC 2024, Kolkata, India, March 6-7, 2024, revised selected papers /
other author:	Dhar, Suparna.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	x, 267 p. :ill., digital ; : 24 cm.;
Contained By:	Springer Nature eBook
Subject:	Machine learning - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-75157-8
ISBN:	9783031751578

Analytics, machine learning, and artificial intelligence = second analytics global conference, AGC 2024, Kolkata, India, March 6-7, 2024, revised selected papers /
Analytics, machine learning, and artificial intelligencesecond analytics global conference, AGC 2024, Kolkata, India, March 6-7, 2024, revised selected papers /[electronic resource] :edited by Suparna Dhar ... [et al.]. - Cham :Springer Nature Switzerland :2025. - x, 267 p. :ill., digital ;24 cm. - Communications in computer and information science,22241865-0937 ;. - Communications in computer and information science ;311..

-- Applications of Analytics in Business. -- Next-Gen Cold Storage Surveillance Platform. -- Attack Hypergraph: A Framework for Modeling Multi-Stage Attacks. -- Ensuring Integrity in Blockchain-Based Health Information Exchange through Collaborative Data Safeguards. -- Predictive Modelling of Airline Baggage Complaints Using Facebook Prophet: A Time Series Analysis. -- Path Planning in Disaster Management Scenarios. -- Analytics Methods, Tools & Techniques. -- Machine Learning-Driven Feature Selection for Performance Analysis in Student Mental Health. -- Utilizing Social Media for Understanding Public Opinion on Transportation in Indian Cities. -- Classification of Various Iris Patterns of Amphibians using Geometric and Color Features. -- Recognition of the Hornbill Eye's Iris using Bit Plane Processing, Un-Sharp Masking and High Boost Filtering. -- Analyzing Post-Shopping Facial Expressions Unraveling Emotions for Enhanced Consumer Insights. -- AI Based Energy Resources Management for PV/Wind/Diesel/Battery Hybrid System. -- Unraveling the Complexity of Anti-Vax Concerns during the COVID-19 Pandemic. -- Recommending influential authors using content-based filtering and network similarity-a case study on disease-related research. -- An Examination of the Effectiveness of SMOTE-based Algorithms on Software Defect Prediction. -- Development of An Essential Education Performance Prediction Tool Using Machine Learning. -- Groundwater Quality Assessment of Indian Pumping Stations using Unsupervised Machine Learning and Cluster Analysis. -- Predicting Performance of Players in the Knockouts of Cricket World Cup Based on Their Performance in League Matches Using Machine Learning. -- Lung-UNet: A modified UNet-based DNN for COVID Lung Segmentation from Chest X-Ray and CT-Scan Images.

This book constitutes the refereed proceedings of the Second Analytics Global Conference on Analytics, Machine Learning, and Artificial Intelligence, AGC 2024, held in Kolkata, India, during March 6-7, 2024. The 15 full papers and 3 short papers presented in these proceedings were carefully reviewed and selected from 60 submissions. The papers are organized in these topical sections: applications of analytics in business; analytics methods, tools & techniques.

ISBN: 9783031751578

Standard No.: 10.1007/978-3-031-75157-8doiSubjects--Topical Terms:

574552
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Analytics, machine learning, and artificial intelligence = second analytics global conference, AGC 2024, Kolkata, India, March 6-7, 2024, revised selected papers /
LDR:03474nam a22003375a 4500 001 1172115
003 DE-He213
005 20251229071931.0
006 m d
007 cr nn 008maaau
008 260625s2025 sz s 0 eng d
020 $a 9783031751578 $q (electronic bk.)
020 $a 9783031751561 $q (paper)
024 7 $a 10.1007/978-3-031-75157-8 $2 doi
035 $a 978-3-031-75157-8
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .A264 2024
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Analytics, machine learning, and artificial intelligence $h [electronic resource] : $b second analytics global conference, AGC 2024, Kolkata, India, March 6-7, 2024, revised selected papers / $c edited by Suparna Dhar ... [et al.].
260 $a Cham : $c 2025. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a x, 267 p. : $b ill., digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2224
505 0 $a -- Applications of Analytics in Business. -- Next-Gen Cold Storage Surveillance Platform. -- Attack Hypergraph: A Framework for Modeling Multi-Stage Attacks. -- Ensuring Integrity in Blockchain-Based Health Information Exchange through Collaborative Data Safeguards. -- Predictive Modelling of Airline Baggage Complaints Using Facebook Prophet: A Time Series Analysis. -- Path Planning in Disaster Management Scenarios. -- Analytics Methods, Tools & Techniques. -- Machine Learning-Driven Feature Selection for Performance Analysis in Student Mental Health. -- Utilizing Social Media for Understanding Public Opinion on Transportation in Indian Cities. -- Classification of Various Iris Patterns of Amphibians using Geometric and Color Features. -- Recognition of the Hornbill Eye's Iris using Bit Plane Processing, Un-Sharp Masking and High Boost Filtering. -- Analyzing Post-Shopping Facial Expressions Unraveling Emotions for Enhanced Consumer Insights. -- AI Based Energy Resources Management for PV/Wind/Diesel/Battery Hybrid System. -- Unraveling the Complexity of Anti-Vax Concerns during the COVID-19 Pandemic. -- Recommending influential authors using content-based filtering and network similarity-a case study on disease-related research. -- An Examination of the Effectiveness of SMOTE-based Algorithms on Software Defect Prediction. -- Development of An Essential Education Performance Prediction Tool Using Machine Learning. -- Groundwater Quality Assessment of Indian Pumping Stations using Unsupervised Machine Learning and Cluster Analysis. -- Predicting Performance of Players in the Knockouts of Cricket World Cup Based on Their Performance in League Matches Using Machine Learning. -- Lung-UNet: A modified UNet-based DNN for COVID Lung Segmentation from Chest X-Ray and CT-Scan Images.
520 $a This book constitutes the refereed proceedings of the Second Analytics Global Conference on Analytics, Machine Learning, and Artificial Intelligence, AGC 2024, held in Kolkata, India, during March 6-7, 2024. The 15 full papers and 3 short papers presented in these proceedings were carefully reviewed and selected from 60 submissions. The papers are organized in these topical sections: applications of analytics in business; analytics methods, tools & techniques.
650 0 $a Machine learning $v Congresses. $3 574552 $3 727808
650 0 $a Artificial intelligence $3 671585
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Data Structures and Information Theory. $3 1211601
650 2 4 $a Machine Learning. $3 1137723
700 1 $a Dhar, Suparna. $3 1502907
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 311. $3 881211
856 4 0 $u https://doi.org/10.1007/978-3-031-75157-8
950 $a Artificial Intelligence (R0) (SpringerNature-85269)