{"product_id":"9783030794620","title":"Advances and Trends in Artificial Intelligence. From Theory to Practice (Lecture Notes in Computer Science 12799) (1st ed. 2021. 2021. xx, 640 S. 72 SW-Abb., 177 Farbabb. 235 mm)","description":"This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA\/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021.\u003cp\u003eThe 87 full papers and 19 short papers presented were carefully reviewed and selected from 145 submissions. The IEA\/AIE 2021 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include the following:\u003c\/p\u003e\u003cp\u003ePart I, Artificial Intelligence Practices: Knowledge discovery and pattern mining; artificial intelligence and machine learning; sematic, topology, and ontology models; medical and health-related applications; graphic and social network analysis; signal and bioinformatics processing; evolutionary computation; attack security; natural language and text processing; fuzzy inference and theory; and sensor and communication networks\u003c\/p\u003e\u003cp\u003ePart II, From Theory to Practice: Prediction and recommendation; data management, clustering and classification; robotics; knowledge based and decision support systems; multimedia applications; innovative applications of intelligent systems; CPS and industrial applications; defect, anomaly and intrusion detection; financial and supply chain applications; Bayesian networks; BigData and time series processing; and information retrieval and relation extraction\u003c\/p\u003e \u003cb\u003ePrediction and Recommendation.- \u003c\/b\u003eF2DeepRS: A Deep Recommendation Framework Applied to ICRC Platforms.- A Novel Rule-based Online Judge Recommender System to Promote Computer Programming Education.- Using Machine Learning to Predict Salaries of Major League Baseball Players.- Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-based Denoising.- An Efficient Transformer-based Model for Vietnamese Punctuation Prediction.- Study of Hybridized Support Vector Regression Based Flood Susceptibility Mapping for Bangladesh.- A Fusion Approach for Paper Submission Recommendation System.- One-class Classification Approach using Feature-slide Prediction Subtask for Feature Data.- \u003cb\u003eData Management, Clustering and Classification.- \u003c\/b\u003eA Novel Approach for Enhancing Vietnamese Sentiment Classification.- Consistency Assessment of Datasets in the Context of a Problem Domain.- Effects of Performance Clustering in User Modelling for Learning Style Knowledge Representation.- A Novel Perspective of Text Classification by Prolog-based Deductive Databases.- Improving Human Emotion Recognition from Emotive Videos using Geometric Data Augmentation.- Applying Method of Automatic Classification Tools to Make Effective Organizing of Photos Taken in Childcare Facilities.- Land Use\/Land Cover Change Analysis Due to Tourism in the Chittagong Hill Tracts of Bangladesh.- \u003cb\u003eRobotics.- \u003c\/b\u003eEstimation Method for Operational Environment Complexity by a Robotic Team.- A Cloud-based Robot Framework for Indoor Object Identification using Unsupervised Segmentation Technique and Convolution Neural Network (CNN).- \u003cb\u003eKnowledge Based and Decision Support Systems.- \u003c\/b\u003eThe Concept of Information Graphs as a Tool to Identify Vulnerabilities in the Information Map of an Organization.- A Learning-Automata Based Solution for Non-Equal Partitioning: Partitions with Common GCD Sizes.- Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard.- Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery.- A Case-based Reasoning Approach for a Decision Support System in Manufacturing.- Online Automatic Assessment System for Program Code: Architecture and Experiences.- A Multi-Criteria Group Decision Making Procedure Based on a Multi-Granular Linguistic Approach for Changeable Scenarios.- \u003cb\u003eMultimedia Applications.- \u003c\/b\u003eEdge Based Method for Kidney Segmentation in MRI Scans.- Using the HAAR Wavelet Transform and K-nearest Neighbour Algorithm to Improve ECG Detection and Classification of Arrhythmia.- Query by Humming for Song Identification using Voice Isolation.- IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images.-  Advances in Sports Video Summarization - A Review based on Cricket Videos.-  Augmented Audio Data in Improving Speech Emotion Classification Tasks.- \u003cb\u003eInnovative Applications of Intelligent Systems.- \u003c\/b\u003eIntelligent System of Mooring Planning based on Deep Q-learning.- Experimental Study on Predictive Modeling in the Gamification Marketing Application.- Pivot Point Based Intelligent System to Associate Creative Textual Artefacts.- Mood Support: A Personalized Intelligent Support Assignment System using an Agent-based Dynamic Configuration Model.- Continuous Build Outcome Prediction: A Small-N Experiment in Settings of a Real Software Project.- Jaskier: A Supporting Software Tool for Continuous Build Outcome Prediction Practice.- \u003cb\u003eCPS and Industrial Applications.- \u003c\/b\u003eAutomated Diagnosis of Cyber-Physical Systems.- Quick Start And Adaptive New Server Monitor.- Map-matching based on HMM for Urban Traffic.- The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies.- On-demand Knowledge Graphs for Standards-based Power Grid Data Provisioning.- \u003cb\u003eDefect, Anomaly and Intrusion Detection.- \u003c\/b\u003eIntrusion Detection Algorithm Based On SDA-ELM.- Explaining Defect Detection with Saliency Maps.- d-BTAI:t","brand":"SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING;","offers":[{"title":"Default Title","offer_id":48827514290411,"sku":"00000_00000_00000_00000","price":100.69,"currency_code":"SGD","in_stock":true}],"url":"https:\/\/kinokuniya.com.sg\/products\/9783030794620","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}