LEADER 05652nam 22006255 450 001 9910731466003321 005 20230614190609.0 010 $a981-9934-78-8 024 7 $a10.1007/978-981-99-3478-2 035 $a(MiAaPQ)EBC30594703 035 $a(Au-PeEL)EBL30594703 035 $a(OCoLC)1382693220 035 $a(DE-He213)978-981-99-3478-2 035 $a(PPN)272267872 035 $a(CKB)27023212000041 035 $a(EXLCZ)9927023212000041 100 $a20230614d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIntelligent Human Centered Computing $eProceedings of HUMAN 2023 /$fedited by Siddhartha Bhattacharyya, Jyoti Sekhar Banerjee, Debashis De, Mufti Mahmud 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (429 pages) 225 1 $aSpringer Tracts in Human-Centered Computing,$x2662-6934 311 08$aPrint version: Bhattacharyya, Siddhartha Intelligent Human Centered Computing Singapore : Springer Singapore Pte. Limited,c2023 9789819934775 327 $aAn Intelligent Approach for Brain Tumor Classification using different CNN Variants -- Effective Estimation of Relationship Strength among Facebook Users Applying Pearson Correlation and Jaccard?s Coefficient -- Taxonomy of music genre using machine intelligence from feature melting technique -- Optimization of intraday trading in F&O on the NSE utilizing BOLLINGER BANDS -- Identification of mental state through speech using a deep learning approach -- Intellectual Property in Human Genomics in India -- Performance of Automated Machine Learning with Neural Network Estimators for the Classification of PCOS -- Job Recommendation a Hybrid Approach Using Text Processing -- A study to investigate the existence of monolexemic colour terms in Dravidian languages: A visual psychophysics approach -- Deep Artificial Neural Network based Blind Color Image Watermarking -- IoT Based Automatic Temperature Screening & Alert System for Symptomatic COVID-19 Detection -- Boosting machine learning algorithm to classify road conditions for maintenance strategy of flexible pavements -- Hyper parameterized LSTM models for predicting NSE intraday bias based on global market trends -- Malicious URL Classification using Machine Learning -- Prognostic stage classification for invasive breast cancer by analysing affected lymph node -- Survey of Task Scheduling algorithms for Minimizing Energy in a Cloud Computing Environment -- Human Stress Detection from SWCT EEG Data Using Optimised Stacked Deep Learning Model -- Impact of Carbon emission policies on an imperfect EOQ model under cloud fuzzy environment -- Rule-based investigation on positive change in air quality at Kolkata during lockdown period due to covid-19 pandemic -- Performance Analysis of Professional Higher Education Programmes Driven by Students Perception: A Latent Variable Computation Model for Industry 5.0 -- Graph Based Zero Shot Adverse Drug Reaction Detection From Social Media Reviews Using GPT-Neo -- Digital Twin for Industry 5.0: Concept, Methodologies, and Applications -- Application of Machine Learning Technology for Screening of Mental Health Disorder -- Novel Machine Learning Techniques for Diabetes Prediction -- Analysis of BLER and throughput during the coexistence of two 5G NR -- An Assessment of Forest Fire Dataset using Soft Computing Technique -- Predicting the data science employability rate using data mining techniques -- Classification of Online Fake News Using N-Gram Approach and Machine Learning Techniques -- An Edge Assisted Robust Smart Traffic Management and Signalling System for Guiding Emergency Vehicles During Peak Hours -- Patent Analysis on Artificial Intelligence in Food Industry: Worldwide Present Scenario -- Research of the influence of the fuzzy rules number on the learning of a neuro-fuzzy system -- Optimization of Traffic Flow Based on Periodic Fuzzy Graphs -- ChatGPT: A OpenAI Platform for Society 5.0. 330 $aThis book features high-quality research papers presented at the First Doctoral Symposium on Human Centered Computing (HUMAN 2023), jointly organized by Computer Society of India, Kolkata Chapter and Techno India University, West Bengal, on February 25, 2023. This book discusses the topics of modern human centered computing and its applications. The book showcases the fusion of human sciences (social and cognitive) with computer science (human?computer interaction, signal processing, machine learning, and ubiquitous computing). 410 0$aSpringer Tracts in Human-Centered Computing,$x2662-6934 606 $aComputational intelligence 606 $aApplication software 606 $aMachine learning 606 $aComputational Intelligence 606 $aComputer and Information Systems Applications 606 $aMachine Learning 615 0$aComputational intelligence. 615 0$aApplication software. 615 0$aMachine learning. 615 14$aComputational Intelligence. 615 24$aComputer and Information Systems Applications. 615 24$aMachine Learning. 676 $a004.019 700 $aBhattacharyya$b Siddhartha$0856518 701 $aBanerjee$b Jyoti Sekhar$01369132 701 $aDe$b Debashis$01346723 701 $aMahmud$b Mufti$01361230 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910731466003321 996 $aIntelligent Human Centered Computing$93395222 997 $aUNINA LEADER 11263nam 22007455 450 001 9910847070903321 005 20251113175738.0 010 $a3-031-56304-2 024 7 $a10.1007/978-3-031-56304-1 035 $a(MiAaPQ)EBC31230613 035 $a(Au-PeEL)EBL31230613 035 $a(DE-He213)978-3-031-56304-1 035 $a(CKB)31120641200041 035 $a(MiAaPQ)EBC31319655 035 $a(Au-PeEL)EBL31319655 035 $a(EXLCZ)9931120641200041 100 $a20240328d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Mathematical Modelling, Applied Analysis and Computation $eProceedings of ICMMAAC 2023 ? Volume 2 /$fedited by Jagdev Singh, George A. Anastassiou, Dumitru Baleanu, Devendra Kumar 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (365 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v953 311 08$a3-031-56303-4 320 $aIncludes bibliographical references and index. 327 $aIntro -- Contents -- q-Deformed Hyperbolic Tangent Relied Banach Space Valued Multivariate Multi Layer Neural Network Approximation -- 1 Introduction -- 2 About q-Deformed tanhqx -- 3 Multivariate General Neural Network Approximations -- References -- Dynamics and Chaos Control of the Deformed K Map -- 1 Introduction -- 2 Formation of q-Deformed K Map -- 3 Dynamics of the q-Deformed K Map -- 3.1 Existence of Positive Fixed Point -- 3.2 Stability of the Fixed Points -- 3.3 Cobweb and Time Series Plots -- 4 Bifurcation Analysis of the q-Deformed K Map -- 4.1 Effect of High Deformation -- 5 Topological Entropy of the q-Deformed K Map -- 6 Chaos Control of the q-Deformed K Map -- 7 Conclusion -- References -- Relativistic Modelling for Anisotropic Stellar Object -- 1 Introduction -- 2 Einstein's Field Equations and Its Solutions -- 3 Solutions for New Model -- 4 Determine Constand and Comparison with Observational Data -- 5 Results and Discussion -- 5.1 Physical Analysis -- 5.2 Metric Potentials -- 5.3 Energy Density and Pressure Inside Compact Objects -- 5.4 Anisotropy -- 5.5 Energy Conditions for Compact Objects -- 5.6 An Analysis of Compact Star's Stability -- 6 Conclusion -- References -- Impact of Vertical Magnetic Field on the Rivlin-Ericksen Fluid Interface: An Irrotational Flow Approach -- 1 Introduction -- 2 Mathematical Formulation and Boundary Conditions -- 2.1 Interfacial and Boundary Conditions -- -- 3 Stability Analysis -- 3.1 Basic State -- 3.2 Perturbation State -- 4 Dispersion Relationship -- 5 Result and Discussion -- 6 Conclusions -- References -- Fixed Point Results for Cyclic Contraction Mapping in Non-triangular Metric Spaces -- 1 Introduction -- 2 Answer of Question 1 -- 3 Main Results -- References -- Fuzzy Edge Detection for the Identification of Arachnoid Cysts in Brain Images -- 1 Introduction -- 2 Related Work. 327 $a3 Case History -- 4 Proposed Technique -- 4.1 Loading the CT and MRI Image and then Normalizing -- 4.2 Finding the Gradient, Magnitude, and Direction Using the Sobel Operator -- 4.3 Fuzzy Variable and Membership Function -- 4.4 Establishing Fuzzy Control System to Perform the Fuzzy Inference System -- 4.5 Adaptive Thresholding -- 5 Result and Discussion -- 6 Conclusion -- References -- Taming Non-autonomous Chaos in Duffing System Using Small Harmonic Perturbation -- 1 Introduction -- 2 Duffing Models -- 2.1 (a) Duffing-Ueda Oscillator -- 2.2 (b) Duffing Oscillator Model with Asymmetric Potential -- 2.3 (c) Duffing Oscillator Model with Symmetric Potential -- 3 Suppression of Chaos in Excited Duffing Oscillator Models -- 3.1 Suppression of Chaos by Varying -- 3.2 Suppression of Chaos by Varying -- 4 Results -- References -- Modeling the Removal by Rain of Two Interacting Gases Forming Distinct Particulate Matters in the Atmosphere -- 1 Introduction -- 2 Mathematical Model -- 3 Equilibrium and Stability Analysis -- 4 Numerical Simulation and Discussion -- 5 Conclusions -- References -- A Time-Sequential Probabilistic Hesitant Fuzzy Approach to a 3-Dimensional Green Transportation System -- 1 Introduction -- 2 Time Sequential Probabilistic Hesitant Fuzzy Set -- 2.1 Definition -- 2.2 Elementary Operations on TS-PHFS -- 2.3 Comparison Function -- 2.4 Theorem -- 3 Mathematical Modelling -- 4 Solution Procedure -- 5 Numerical Computation -- 6 Conclusion -- References -- Efficient Apriori Rank Pruning Model Based Novelty Detection with One-Class SVM IN Online Pharmaceutical Platforms -- 1 Introduction -- 2 Literature Review -- 2.1 Problems in Outlier Detection -- 3 Proposed Model -- 3.1 Data Collection and Pre-processing -- 3.2 Association Rule Mining -- 3.3 Rank Pruning Model -- 3.4 Outlier Detection -- 4 Results and Discussions. 327 $a4.1 Experiment with IBM's Synthetic Data -- 4.2 Experiment with e-Pharmacy Dataset -- 5 Conclusion -- References -- Development of Ensemble Probabilistic Machine Learning Models for Rainfall Predictions -- 1 Introduction -- 1.1 Machine Learning -- 1.2 Ensemble Models -- 2 Related Work -- 3 Methodology and Results -- 3.1 Machine Learning Methods -- 3.2 Ensembled Probabilistic Machine Learning Methods -- 4 Conclusion and Future Work -- References -- A Numerical Study of a Three-Layered Model for the Flow of Jeffrey Fluid in Small Blood Vessels -- 1 Introduction -- 2 Mathematical Formulation -- 3 Solutions -- 4 Results and Discussions -- 5 Conclusions -- References -- Sustainable Supplier Selection in Pulp and Paper Industry on the Basis of Reduction of Carbon Emission: MCDM Model -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Calculation of Criteria -- 3.2 TOPSIS ch13ref10,ch13ref3,ch13ref23,ch13ref18 -- 3.3 VIKOR ch13ref5,ch13ref7,ch13ref8,ch13ref2,ch13ref11,ch13ref13 -- 3.4 COPRAS ch13ref8 -- 4 Case Study -- 4.1 TOPSIS -- 4.2 VIKOR -- 4.3 COPRAS -- 5 Managerial Implications -- 6 Conclusion -- References -- A Mathematical Study of Basic Reproduction R0 and its Significance in Controlling of Corona-Virus (COVID-19) Disease Transmission -- 1 Introduction -- 2 Basic Reproduction Number -- 2.1 Derivation of Ro from SI Model with Incubation Delay -- 2.2 Derivation of R from SIR Model -- 2.3 Derivation of R0 from Next-Generation Matrix -- 2.4 Quarantine COVID-19 Model -- 3 Will an Epidemic Infect Everyone? -- 4 Optimal Virulence -- 5 Data -- 6 Conclusion -- References -- Ultradistributional Wavelet Transform for the Convolutors of S -- 1 Introduction -- 2 Wavelet Transform on Convolutors of S -- References -- A Data Preprocessing and Stacking Ensemble Learning Model for Improved CHD Prediction -- 1 Introduction -- 1.1 Preventive Measures. 327 $a2 Literature Review -- 3 Methodology -- 3.1 Data Collection and Preprocessing -- 3.2 Models -- 3.3 Evaluation Metrics -- 4 Results Analysis -- 5 Conclusion -- References -- Numerical Investigation of Radiation and Magnetic Effects on Casson Fluid Flow Over a Porous Sheet in Presence of Constant Mass Flux -- 1 Introduction -- 2 Mathematical Formulation -- 3 Results and Discussion -- 4 Conclusion -- References -- Monoid of Neutrosophic Fuzzy Soft Matrix -- 1 Introduction -- 2 Preliminaries -- 3 Properties of Arithmetic Sum and Arithmetic Product and -- 4 Conclusion -- References -- A Hybrid Computational Scheme for Solving Local Fractional Partial Differential Equations -- 1 Introduction -- 2 Mathematical Fundamentals -- 3 Analysis of LFNHPM -- 4 Applications of LFNHPM -- 5 Conclusion -- References -- Several Computational Based Expansions for Incomplete -Function Using the Leibniz Rule -- 1 Introduction and Preliminaries -- 2 Main Results -- 3 Special Cases -- 4 Conclusion -- References -- Some Coefficient Inequalities for Normalized Wright Function -- 1 Introduction and Preliminary -- 2 Main Results -- 3 Conclusion -- References -- Multi-objective Linear Fractional Solid Transportation Problem with Uncertain Variables -- 1 Introduction -- 2 Definition of Uncertainty Theory -- 3 Formulation of Multi-objective Linear Fractional Solid Transportation Problem -- 4 Uncertain Formulation -- 4.1 Formulation of EVM -- 4.2 Formulation of OVM -- 5 Deterministic Formulations -- 5.1 EVM -- 5.2 OVM -- 6 Explanation of Methods -- 6.1 Minimizing Distance Method (MDM) -- 6.2 Fuzzy Programming Problem (FPP) -- 7 Mathematical Illustration -- 7.1 Expected Value Model -- 7.2 Optimistic Value Method -- 8 Result and Comparison -- 9 Conclusion -- References -- Monoclinic Elastic Medium Under the Effect of Initial Stress with Repeated Eigen Values -- 1 Introduction. 327 $a2 Theoretical Formulism -- 3 Solution of the Problem -- 3.1 A Normal Loading -- 3.2 Tangential Loading -- 3.3 Inclined Line-Load -- 4 Particular Cases -- 5 Numerical Results and Discussion -- 6 Conclusion -- References -- Author Index. 330 $aThis book gathers selected research articles presented in the ?6th International Conference on Mathematical Modelling, Applied Analysis and Computation (ICMMAAC)?, held at JECRC University, Jaipur, during August 3?5, 2023. This book is focused on articles dealing with necessary theory and techniques in a balanced manner, and contributes towards solving mathematical problems arising in physics, engineering, chemistry, biological systems, medicine, networking system, control systems, environmental sciences, social issues of current interest and more. Annually held since 2018, the ICMMAAC conference aimed, in particular, to foster cooperation among practitioners and theoreticians in these fields. This proceedings is an invaluable resource for researchers, academicians and professionals associated or interested in current advances in different aspects of mathematical modelling, computational algorithms and analysis necessary for handling real-world problems. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v953 606 $aEngineering mathematics 606 $aMathematics$xData processing 606 $aMathematical models 606 $aDynamics 606 $aNonlinear theories 606 $aEngineering Mathematics 606 $aComputational Science and Engineering 606 $aMathematical Modeling and Industrial Mathematics 606 $aComputational Mathematics and Numerical Analysis 606 $aApplied Dynamical Systems 615 0$aEngineering mathematics. 615 0$aMathematics$xData processing. 615 0$aMathematical models. 615 0$aDynamics. 615 0$aNonlinear theories. 615 14$aEngineering Mathematics. 615 24$aComputational Science and Engineering. 615 24$aMathematical Modeling and Industrial Mathematics. 615 24$aComputational Mathematics and Numerical Analysis. 615 24$aApplied Dynamical Systems. 676 $a620.00151 702 $aSingh$b Jagdev 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910847070903321 996 $aAdvances in Mathematical Modelling, Applied Analysis and Computation$94382873 997 $aUNINA