04124nam 22006015 450 991086917340332120240701125248.09789819732920(electronic bk.)978981973291310.1007/978-981-97-3292-0(MiAaPQ)EBC31509938(Au-PeEL)EBL31509938(CKB)32625639600041(DE-He213)978-981-97-3292-0(Exl-AI)31509938(EXLCZ)993262563960004120240701d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierProceedings of the 12th International Conference on Soft Computing for Problem Solving SocProS 2023, Volume 2 /edited by Millie Pant, Kusum Deep, Atulya Nagar1st ed. 2024.Singapore :Springer Nature Singapore :Imprint: Springer,2024.1 online resource (922 pages)Lecture Notes in Networks and Systems,2367-3389 ;995Print version: Pant, Millie Proceedings of the 12th International Conference on Soft Computing for Problem Solving Singapore : Springer Singapore Pte. Limited,c2024 9789819732913 Preface -- Contents -- Editors and Contributors -- Using Opinionated-Objective Terms to Improve Lexicon-Based Sentiment Analysis -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Data Pre-processing -- 3.3 Lexicon Generation -- 3.4 Corpus Statistics -- 3.5 Evaluation Approach and Metrics -- 4 Results -- 5 Conclusion -- 5.1 Theoretical and Practical Implications -- 5.2 Limitation and Future Work -- References -- Explaining the Artificial Neural Network Using Evolutionary Fuzzy Association Rule Mining (EFARM) -- 1 Introduction -- 2 Related Work -- 3 Background -- 3.1 FARM (Fuzzy Association Rule Mining) -- 3.2 NSGA-II -- 4 Proposed Methodology -- 4.1 Data Transformation and Training of the ANN Model -- 4.2 Rule Extraction -- 4.3 Designing of NSGA-II -- 5 Result and Analysis -- 6 Conclusion -- ReferencesGenerated by AI.This book provides an insight into 12th International Conference on Soft Computing for Problem Solving (SocProS 2023), organized by The Department of Applied Mathematics and Scientific Computing, Saharanpur Campus of Indian Institute of Technology, Roorkee, India, in conjunction with Continuing Education Center during 11–13 August 2023. This book presents the latest achievements and innovations in the interdisciplinary areas of soft computing, machine learning, and data science. It covers original research papers in the areas of algorithms (artificial neural network, deep learning, statistical methods, genetic algorithm, and particle swarm optimization) and applications (data mining and clustering, computer vision, medical and health care, finance, data envelopment analysis, business, and forecasting applications). This book is beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.Lecture Notes in Networks and Systems,2367-3389 ;995Computational intelligenceArtificial intelligenceAlgorithmsComputational IntelligenceArtificial IntelligenceAlgorithmsComputational intelligence.Artificial intelligence.Algorithms.Computational Intelligence.Artificial Intelligence.Algorithms.006.3Pant Millie1743579Deep Kusum1743580Nagar Atulya1738124MiAaPQMiAaPQMiAaPQ9910869173403321Proceedings of the 12th International Conference on Soft Computing for Problem Solving4171731UNINA