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Mathematics and Computer Science for Real-World Applications gives invaluable insights into how mathematical and computer sciences drive essential modern innovations that enhance everyday life, making it a must-read for anyone interested in the intersection of mathematics and technology and their real-world applications. Mathematical sciences are part of nearly all aspects of everyday life. The discipline has underpinned beneficial modern capabilities, including internet searches, medical imaging, computer animation, numerical weather predictions, and digital communication. Mathematics…mehr
Mathematics and Computer Science for Real-World Applications gives invaluable insights into how mathematical and computer sciences drive essential modern innovations that enhance everyday life, making it a must-read for anyone interested in the intersection of mathematics and technology and their real-world applications.
Mathematical sciences are part of nearly all aspects of everyday life. The discipline has underpinned beneficial modern capabilities, including internet searches, medical imaging, computer animation, numerical weather predictions, and digital communication. Mathematics and computer science are constantly evolving and contributing to most areas of science and engineering, therefore, future generations of mathematical scientists should reassess the increasingly cross-disciplinary nature of the mathematical sciences.
Mathematics and Computer Science for Real-World Applications presents current scientific and technological innovations from leading academics, researchers, and experts across the globe in mathematical sciences and computing. The volume will discuss new technical ideas and features that can be incorporated into day-to-day life for the benefit of society. A diversified spectrum of scientific advancements is discussed, including applications of differential and integral equations, computational fluid dynamics, nanofluids, network theory and optimization, control theory, machine learning, and artificial intelligence. Readers will explore diverse ideas and innovations in the field of computing and its growing connections to various fields of mathematics.
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Autorenporträt
Biswadip Basu Mallik, PhD is a senior assistant professor in the Department of Basic Science and Humanities at the Institute of Engineering and Management, Kolkata, with over 23 years of teaching experience. He has over 85 publications to his credit, including eight books and several book chapters, research articles, and conference proceedings. His research interests include computational fluid dynamics, mathematical modeling, data science, and machine learning. M. Niranjanamurthy, PhD is an assistant professor in the Department of Artificial Intelligence and Machine Learning at the Bhusanayana Mukundadas Sreenivasaiah Institute of Technology and Management. He has over 90 publications, including six books and numerous book chapters, articles, and conference proceedings. Sharmistha Ghosh, PhD is a mathematics professor in the Department of Basic Science and Humanities at the Institute of Engineering and Management, Kolkata, with over 22 years of experience. She has published one book in addition to numerous conference proceedings and articles in international refereed journals. Krishanu Deyasi is an associate professor in the Department of Basic Sciences and Humanities at the Institute of Engineering and Management, India. He earned his PhD from the Indian Institute of Science Education and Research, and he has postdoctoral experience from The Institute of Mathematical Sciences, India. He has written three books and has published papers in scientific journals. He is also an editor for several scientific journals. Santanu Das is as an assistant professor in the Department of Basic Sciences and Humanities at the Institute of Engineering and Management, India. He completed his undergraduate degree from and is pursuing his doctorate from Jadavpur University.
Inhaltsangabe
Preface xxi 1 Analysis of Medical Image Using a Multimodal Approach for Precise Cancer Detection 1 Soumen Santra, Mouparna De, Dipankar Majumdar and Surajit Mandal 2 A Review on Contemporary Advancements in Conversational AI Within the Cloud Platform 17 Srinivasa Rao Gundu, Panem Charanarur and Biswadip Basu Mallik 3 General Arrival Working Vacations Queue with Heterogeneous Servers Operating Under Triadic Policy 35 K. Jyothsna, P. Vijaya Kumar and P. Vijaya Laxmi 4 A New TOPSIS Approach Utilizing Triangular Divergence for Decision-Making in Single-Valued Neutrosophic Environment 67 Prayosi Chatterjee and Mijanur Rahaman Seikh 5 Micro Vague Generalized Semi Connectedness in Micro Vague Topological Spaces 87 Vargees Vahini T. and Trinita Pricilla M. 6 Image Retrieval Using Gaussian Mixture Model Based on Breast Cancer 101 Tamaghna Dutta and Soumen Santra 7 Diophantine Equation of Degree Two Having Four Unknowns 113 R. Sathiyapriya and M.A. Gopalan 8 Uniqueness Results to the Nonlinear Boundary Value Problems of Fourth Order 127 B. Madhubabu, N. Sreedhar and K. R. Prasad 9 Bivariate Cointegrated Model with Gamma Innovations 145 Amritha Jayaram and Nimitha John 10 Accelerated Reliability Sampling Plan Based on Transformed Lindley Distribution 163 Rini Raju and Jiju Gillariose 11 A Synopsis of Fuzzy Set Theory 177 Praphull Chhabra and Sonam Chhabra 12 Efficient Classification of Breast Cancer Diseases on Medical Images Using Deep Learning Methodology 187 Pramit Brata Chanda, Subhadip Das and Subir Kumar Sarkar 13 Low Power VLSI Architecture for 48-Bit Multiplication Using Elliptic Curve Algorithm 205 Bommi R.M., Uganya G., A. Mary Joy Kinol and Blessy Sam A.S. 14 Enhancing Cloud Computing Security Through Decimal Bond DNA Cryptography (DBDNA): A Novel Approach 221 Animesh Kairi and Tapas Bhadra 15 Fake News Detection in Healthcare Using Machine Learning 235 Tessa Hormese and R. Rajesh 16 Insights into MHD Flow of Casson Fluid Over an Exponentially Permeable Stretching Surface Using Homotopy Analysis Method 251 P. Vijaya Kumar, K. Jyothsna and S. Mohammed Ibrahim 17 Random Forest: One of the Best-Fitted ML Algorithms in Liver Disease Prediction 283 Subhas Halder, Satrajit Das, Sukanta Kundu and Hiranmoy Samanta 18 A Next-Gen Blood Donation Coordination System Empowered by MERN Stack and Machine Learning-Driven Dynamic Clustering for Intelligent Donor Identification 303 Siddhant Shaw, Mouparna De, Soumen Santra, Anirban Sarkar and Subrata Jana 19 Artificial Intelligence in Detection and Classification of Lung Cancer - An Overview 317 Sanjukta Chakraborty and Dilip Kumar Banerjee 20 Applications of Image Processing for Surface Irregularities Detection and Comparison with Nondestructive Testing Results 357 Satyabrata Podder, Arka Dasgupta and Sumana Chakraborty 21 Detection of Fraud Review Through Object Recognition for Fake Picture Component Using Machine Learning Approach 379 Ankita Chakraborty, Riya Bhunia, Soumen Santra, Anirban Sarkar, Subrata Jana and Santanu Dasgupta 22 Gas Leakage Surveillance System Leveraging Using Spartan 7 FPGA and GSM Technology 393 Piyali Saha, Biswajit Kundu and Soumya Sen 23 Realization of Health Intelligence in Industry 5.0 - A Paper on Sustainable Use of AI and Human Intelligence in Healthcare Industry 403 Anisha Naskar 24 Preference Analysis Can Be a Guide to an Inamorata to Select Her Swain 419 Subrata Jana, Anirban Sarkar, Sayantani Paul, Arpan Ghoshal, Binay Maji and Biswadip Basu Mallik 25 A Comparative Study on Various Types of Algorithms of Artificial Neural Network for Solar Still Study: A Review 437 Jayanta Chanda and Mrinal Kanti Manik 26 Arduino-Based Detector of Alcohol-Impaired Drivers to Auto-Lock the Engine for Road Safety Applications 457 Arindum Das, Bidisha Karmakar, Shaswati Roy, Tejaswita Kumari and Atanu Chowdhury 27 Thematic Analysis for Text Review Detection Using Machine Learning 469 Riya Bhunia, Ankita Chakraborty, Soumen Santra, Anirban Sarkar, Subrata Jana and Santanu Dasgupta 28 Artificial Intelligence Enabled Non-Destructive Testing and Engineering 483 Satyabrata Podder, Arka Dasgupta and Biswajit Bhattachary 29 Increasing Crop Productivity with Machine Learning Models 495 Priya Yadav 30 Wavelets and Their Recent Applications 505 Jamkhongam Touthang 31 Detection and Forecasting of Dengue Fever Using Data Mining Techniques 539 Kousik Bhattacharya, Anirban Das and Dilip K. Banerjee 32 Image Classification Using CNN for the Detection of Cancer Cells to Avoid Metastasis 563 Soumen Santra, Rohan Chakraborty, Dipankar Majumdar and Surajit Mandal 33 Revolutionizing Industries: Addressing Challenges and Innovations from Industry 4.0 to Industry 5.0 573 Moutusi Mondal and Mauparna Nandan 34 Portfolio Optimization Using Genetic Algorithm 591 S. Sowmya, Rhimjhim Daftary, Soumya Banerjee and Abhishikta Basak About the Editors 601 Index 603
Preface xxi 1 Analysis of Medical Image Using a Multimodal Approach for Precise Cancer Detection 1 Soumen Santra, Mouparna De, Dipankar Majumdar and Surajit Mandal 2 A Review on Contemporary Advancements in Conversational AI Within the Cloud Platform 17 Srinivasa Rao Gundu, Panem Charanarur and Biswadip Basu Mallik 3 General Arrival Working Vacations Queue with Heterogeneous Servers Operating Under Triadic Policy 35 K. Jyothsna, P. Vijaya Kumar and P. Vijaya Laxmi 4 A New TOPSIS Approach Utilizing Triangular Divergence for Decision-Making in Single-Valued Neutrosophic Environment 67 Prayosi Chatterjee and Mijanur Rahaman Seikh 5 Micro Vague Generalized Semi Connectedness in Micro Vague Topological Spaces 87 Vargees Vahini T. and Trinita Pricilla M. 6 Image Retrieval Using Gaussian Mixture Model Based on Breast Cancer 101 Tamaghna Dutta and Soumen Santra 7 Diophantine Equation of Degree Two Having Four Unknowns 113 R. Sathiyapriya and M.A. Gopalan 8 Uniqueness Results to the Nonlinear Boundary Value Problems of Fourth Order 127 B. Madhubabu, N. Sreedhar and K. R. Prasad 9 Bivariate Cointegrated Model with Gamma Innovations 145 Amritha Jayaram and Nimitha John 10 Accelerated Reliability Sampling Plan Based on Transformed Lindley Distribution 163 Rini Raju and Jiju Gillariose 11 A Synopsis of Fuzzy Set Theory 177 Praphull Chhabra and Sonam Chhabra 12 Efficient Classification of Breast Cancer Diseases on Medical Images Using Deep Learning Methodology 187 Pramit Brata Chanda, Subhadip Das and Subir Kumar Sarkar 13 Low Power VLSI Architecture for 48-Bit Multiplication Using Elliptic Curve Algorithm 205 Bommi R.M., Uganya G., A. Mary Joy Kinol and Blessy Sam A.S. 14 Enhancing Cloud Computing Security Through Decimal Bond DNA Cryptography (DBDNA): A Novel Approach 221 Animesh Kairi and Tapas Bhadra 15 Fake News Detection in Healthcare Using Machine Learning 235 Tessa Hormese and R. Rajesh 16 Insights into MHD Flow of Casson Fluid Over an Exponentially Permeable Stretching Surface Using Homotopy Analysis Method 251 P. Vijaya Kumar, K. Jyothsna and S. Mohammed Ibrahim 17 Random Forest: One of the Best-Fitted ML Algorithms in Liver Disease Prediction 283 Subhas Halder, Satrajit Das, Sukanta Kundu and Hiranmoy Samanta 18 A Next-Gen Blood Donation Coordination System Empowered by MERN Stack and Machine Learning-Driven Dynamic Clustering for Intelligent Donor Identification 303 Siddhant Shaw, Mouparna De, Soumen Santra, Anirban Sarkar and Subrata Jana 19 Artificial Intelligence in Detection and Classification of Lung Cancer - An Overview 317 Sanjukta Chakraborty and Dilip Kumar Banerjee 20 Applications of Image Processing for Surface Irregularities Detection and Comparison with Nondestructive Testing Results 357 Satyabrata Podder, Arka Dasgupta and Sumana Chakraborty 21 Detection of Fraud Review Through Object Recognition for Fake Picture Component Using Machine Learning Approach 379 Ankita Chakraborty, Riya Bhunia, Soumen Santra, Anirban Sarkar, Subrata Jana and Santanu Dasgupta 22 Gas Leakage Surveillance System Leveraging Using Spartan 7 FPGA and GSM Technology 393 Piyali Saha, Biswajit Kundu and Soumya Sen 23 Realization of Health Intelligence in Industry 5.0 - A Paper on Sustainable Use of AI and Human Intelligence in Healthcare Industry 403 Anisha Naskar 24 Preference Analysis Can Be a Guide to an Inamorata to Select Her Swain 419 Subrata Jana, Anirban Sarkar, Sayantani Paul, Arpan Ghoshal, Binay Maji and Biswadip Basu Mallik 25 A Comparative Study on Various Types of Algorithms of Artificial Neural Network for Solar Still Study: A Review 437 Jayanta Chanda and Mrinal Kanti Manik 26 Arduino-Based Detector of Alcohol-Impaired Drivers to Auto-Lock the Engine for Road Safety Applications 457 Arindum Das, Bidisha Karmakar, Shaswati Roy, Tejaswita Kumari and Atanu Chowdhury 27 Thematic Analysis for Text Review Detection Using Machine Learning 469 Riya Bhunia, Ankita Chakraborty, Soumen Santra, Anirban Sarkar, Subrata Jana and Santanu Dasgupta 28 Artificial Intelligence Enabled Non-Destructive Testing and Engineering 483 Satyabrata Podder, Arka Dasgupta and Biswajit Bhattachary 29 Increasing Crop Productivity with Machine Learning Models 495 Priya Yadav 30 Wavelets and Their Recent Applications 505 Jamkhongam Touthang 31 Detection and Forecasting of Dengue Fever Using Data Mining Techniques 539 Kousik Bhattacharya, Anirban Das and Dilip K. Banerjee 32 Image Classification Using CNN for the Detection of Cancer Cells to Avoid Metastasis 563 Soumen Santra, Rohan Chakraborty, Dipankar Majumdar and Surajit Mandal 33 Revolutionizing Industries: Addressing Challenges and Innovations from Industry 4.0 to Industry 5.0 573 Moutusi Mondal and Mauparna Nandan 34 Portfolio Optimization Using Genetic Algorithm 591 S. Sowmya, Rhimjhim Daftary, Soumya Banerjee and Abhishikta Basak About the Editors 601 Index 603
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