Computational Intelligence in Communications and Business Analytics
Springer International Publishing (Verlag)
978-3-030-75528-7 (ISBN)
The 12 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on computational forensic (privacy and security); computational intelligence; data science and advanced data analytics; and intelligent data mining and data warehousing.
Computational Forensic (Privacy and Security).- Quantified Analysis of Security Issues and its Mitigation in Blockchain using Game Theory.- Color Image Compressed Sensing using Modified Stagewise Orthogonal Matching Pursuit.- Duplicate Frame Detection in Forged Videos using Sequence Matching.- LISA - An Instrumental separation system based on lead instrument.- An Image Encryption method using Chaos and DNA Encoding.- Efficient Quantum Implementation of Majority-based Full Adder circuit using Clifford+T-group.- Recurrent Neural Network and Metaheuristics Search: A New Approach for Encryption Key Generation in Cryptographic Engineering.- Computational Intelligence.- Modeling and prediction of COVID-19 in India using machine learning.- Exploring Hand-crafted Features and Transfer Learning for Polyp Segmentation.- A Survey on Feature Extraction Methods For Handwriting Biometric.- A Novel Equilibrium Optimization Technique for band selection of hyperspectral images.- A Fuzzy Logic Approach to Evaluate Discomfort of Body Parts among Female Sal Leaf Plate Makers in India.- Towards a Smart Indoor Parking System.- Multispectral Object Detection with Deep Learning.- Pythagorean Fuzzy C-means Clustering Algorithm.- Data Science and Advanced Data Analytics.- Application of a New Hybrid MCDM Technique Combining Grey Relational Analysis with AHP-TOPSIS in Ranking of Stocks in the Indian IT Sector.- Utility Function-based Active Multi-stakeholder Personalized Recommendation System.- Stock Price Prediction Using CABC Trained Neural Network.- Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script Identification.- A Machine Learning Base Fertilizer Recommendation System for Paddy and Wheat in West Bengal.- Gauging Stress and its effect during COVID among Indian Engineering Students.- Intelligent Data Mining and Data Warehousing.- Deep CNN based Automatic Detection and Identification of Bengal Tigers.- A Convolutional Neural Network Model for Automatic Detection of Plant Diseases.- Gene Expression-based Prediction of Lung Cancer Associated Protein-Protein Interactions.- Knowledge Discovery of Sundarban Mangrove Species: A Way Forward for Managing Species Biodiversity.- Valve Care: A Fuzzy Based Intelligent Model for Predicting Heart Diseases using Arduino Based IoT Infrastructure.- Abstractive Text Summarization Approaches with Analysis of Evaluation Techniques.- Classification of Colorectal Cancer Histology Images using Image Reconstruction and Modified DenseNet.
Erscheinungsdatum | 27.05.2021 |
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Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | XII, 273 p. 100 illus., 76 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 443 g |
Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
Schlagworte | Applications • Artificial Intelligence • Computer Networks • Computer Science • computer vision • conference proceedings • Databases • Data Mining • Data Security • Deep learning • Image Analysis • Image Processing • Image Segmentation • Informatics • IOT • machine learning • Neural networks • pattern recognition • Research • Signal Processing |
ISBN-10 | 3-030-75528-2 / 3030755282 |
ISBN-13 | 978-3-030-75528-7 / 9783030755287 |
Zustand | Neuware |
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