07144nam 22007455 450 991072509070332120231023102047.09783031161780(electronic bk.)978303116177310.1007/978-3-031-16178-0(MiAaPQ)EBC7248907(Au-PeEL)EBL7248907(DE-He213)978-3-031-16178-0(BIP)085277820(PPN)270614834(CKB)26637486400041(EXLCZ)992663748640004120230513d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in Data Science and Artificial Intelligence ICDSAI 2022, IIT Patna, India, April 23 – 24 /edited by Rajiv Misra, Nishtha Kesswani, Muttukrishnan Rajarajan, Bharadwaj Veeravalli, Imene Brigui, Ashok Patel, T. N. Singh1st ed. 2023.Cham :Springer International Publishing :Imprint: Springer,2023.1 online resource (521 pages)Springer Proceedings in Mathematics & Statistics,2194-1017 ;403Print version: Misra, Rajiv Advances in Data Science and Artificial Intelligence Cham : Springer International Publishing AG,c2023 9783031161773 Includes bibliographical references and index.Sky Detection in Outdoor Spaces (S. Rajguru) -- Defining, Measuring and Utilizing Student’s Learning in a course (T. Garg) -- Holistic Features and Deep Guided Depth Induced Mutual Attention based Complex Salient Object Detection (R. Singh) -- Machine Learning based Decision Support System for Resilient Supplier Selection (A. Dixit) -- An Adaptive Task Offloading Framework for Mobile Edge Computing Environment: Towards Achieving Seamless Energy-Efficient Processing (M. Rasool) -- Road Surface Classification and Obstacle Detection for Visually Impaired People (S. Shilaskar) -- A Survey on Semantic Segmentation Models for Underwater Images (S. K. Anand) -- An Interactive dashboard for Intrusion Detection in Internet of Things (M. Vishwakarma) -- An Analous Review of the Challenges and Endeavor in Suspense Story Generation Technique (V. Kowsalya) -- Friend recommendation using transfer learning in the autoencoder (A. Karande) -- Analysis on the Efficacy of ANN on Small Imbalanced Datasets (B. Shah) -- Lightweight and Homomorphic Security Protocols for IoT (I. Singh) -- Tool based approach on Digital Vulnerability Management Hub using The-Hive Platform (S. R. Babu) -- Performance Analyzer for Blue Chip Companies (I. Badole) -- Strengthening Deep Learning Based Malware Detection Models Against Adversarial Attacks (R. Pai) -- Video-based Micro Expressions Recognition using Deep Learning and Transfer Learning (S. Kapadia) -- Trustworthiness of COVID-19 News and Guidelines (S. Singh) -- Detection of moving object using modified fuzzy C- means clustering from the complex and Non-Stationary background scenes (R. Sangle) -- Deterrence Pointer for Distributed Denial of Service (DDoS) attacks by utilizing Watchdog Timer and Hybrid Routing Protocol (S. J. Kumar) -- Modelling Logistic Regression and Neural Network for Stock Selection With BSE 500 - A Comparative Study (S. Simon) -- Landslide Detection with Ensemble-of-Deep Learning-Classifiers trained with Optimal Features (A. Kumar) -- A Survey Paper on Text Analytics Methods for Classifying Tweets (C. Agrawal) -- A Survey on Threat Intelligence Techniques for Constructing, Detecting, and Reacting to Advanced Intrusion Campaigns (A. Anand) -- Generalizing a secure framework for Domain Transfer Network for Face antispoofing (A. Rana) -- Survey on Game Theory Based Security Framework for IoT (P. Joshi) -- Intrusion Detection for IoT (S. L. Poojitha) -- Human-in-the-loop control and security for intelligent Cyber-Physical Systems (CPS) and IoT (S. Sundarrajan) -- Survey: Neural Network authentication and tampering detection (P. Ashwin) -- Misinformation Detection through Authentication of Content Creators (K. K. Sudhama) -- End-to-end network slicing for 5G and beyond communications (R. K. Gupta) -- Transparency in Content and Source Moderation (A. R. Chandrassery) -- A New Chaotic-Based Analysis of Data Encryption and Decryption (Md M. Rahman) -- Trust and Identity Management in IOT (A. Tony) -- Plant Pests Detection a Deep Learning Approach (N. More) -- S.A.R.A (Smart AI Refrigerator Assistant) (S. Kirkire) -- A Location Based Cryptographic Suite For Underwater Acoustic Networks (V. S. Katasani).With the intriguing development of technologies in several industries along with the advent of accrescent and ubiquitous computational resources, it creates an ample number of opportunities to develop innovative intelligence technologies in order to solve the wide range of uncertainties, imprecision, and vagueness issues in various real-life problems. Hybridizing modern computational intelligence with traditional computing methods has attracted researchers and academicians to focus on developing innovative AI techniques using data science. International Conference on Data Science and Artificial Intelligence (ICDSAI) 2022, organized on April 23-24, 2022 by the Indian Institute of Technology, Patna at NITIE Mumbai (India) in collaboration with the International Association of Academicians (IAASSE) USA collected scientific and technical contributions with respect to models, tools, technologies, and applications in the field of modern Artificial Intelligence and Data Science, covering the entire range of concepts from theory to practice, including case studies, works-in-progress, and conceptual explorations.Springer Proceedings in Mathematics & Statistics,2194-1017 ;403Mathematics—Data processingData structures (Computer science)Information theoryArtificial intelligenceSignal processingComputational Mathematics and Numerical AnalysisData Structures and Information TheoryArtificial IntelligenceSignal, Speech and Image Processing Intel·ligència computacionalthubDades massivesthubCongressosthubLlibres electrònicsthubMathematics—Data processing.Data structures (Computer science).Information theory.Artificial intelligence.Signal processing.Computational Mathematics and Numerical Analysis.Data Structures and Information Theory.Artificial Intelligence.Signal, Speech and Image Processing .Intel·ligència computacionalDades massives929.605Misra RajivMiAaPQMiAaPQMiAaPQ9910725090703321Advances in data science and artificial intelligence3554378UNINA