The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)
Springer International Publishing (Verlag)
9783319746890 (ISBN)
Content.- .- Part(1) Swarm intelligence and optimzation.- A Hybrid Grey Wolf-Bat Algorithm for Global Optimization.- Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning.- Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine .- Pareto based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks .- Fish Image Segmentation using Salp Swarm Algorithm .- Swarming behaviors of chicken for predicting posts on Facebook branding pages.- Enhancing AGDE algorithm using population size reduction for global numerical optimization.- Simulated Annealing based Quantum Inspired Automatic Clustering Technique .- Hybrid grasshopper optimization algorithm and support vector machines for automatic seizure detection in EEG Signals .- A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis .- Pairwise Global Sequence Alignment using Sine-Cosine Optimization Algorithm.- An automated fish species identification system based on crow search algorithm .- Part(2) Fuzzy Logic and applications.- Design and implementation of Fuzzy PID controller into Multi agent Smart Library System Prototype.- Fuzzy Logic controller with color vision system tracking for mobile manipulator robot .- Interactive Fuzzy Cellular Automata for Fast Person Re-Identification.- Decision Support System for Determination of Forces Applied in Orthodontic based on Fuzzy Logic.- Part (3) Advanced Machine Learning and Applications.- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs .- Machine Learning: A Convergence of Emerging Technologies in Computing.- Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium using Digital Image Processing and Geostatistical Algorithms.- Detecting Cross-Site Scripting Attacks using Machine Learning.- Text Mining Approach to Extract Associations between Obesity and Arabic Herbal Plants.- A Reinforcement Learning-based Adaptive Learning System.- Performance Evaluation of SVM-Based Amazighe Named Entity Recognition.- Trained Neural Networks Ensembles Weight Connections Analysis .- An Empirical Analysis of User Behavior for P2P IPTV Workloads.- Intelligent Decision Framework to Explore And control Infection Of Hepatitis C Virus .- Supervised Rainfall Learning Model using Machine Learning Algorithms.- Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling .- Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data .- Student Profile in E-learning Environment Based on Two-Dimensional Ontologies .- Comparative Sentiment Analysis on a Set of Movie Reviews using Deep Learning Approach .- Medical Equipment Failure Rate Analysis Using Supervised Machine Learning .- Part(4) Big data and classification.- Big-Data Aggregating, Linking, Integrating and Representing using Semantic Web Technologies .- Computer Aided Diagnostic System for Automatic Detection of Brain Tumor through MRI Using Clustering Based Segmentation Technique and SVM Classifier .- Feature selection using Genetic algorithm for big data .- Prediction of Liver Diseases Based on Machine Learning Technique for Big Data .- Stance Detection in Tweets Using a Majority Vote Classifier.- A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction .- Opinion extraction and classification of real time YouTube cooking recipes comments.- A Framework for Big Data Analysis in Smart Cities .- Performance Enhancement of Distributed Clustering for Big Data Analytics.- Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI using k-NN Classifier based on PPCA.- Improved Production Key Performance Indicators (KPI's) Using Intelligent-Manufacturing Execution Systems (I-MES).- Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images .- GPU-based CAPSO with N-Dime
| Erscheinungsdatum | 15.02.2018 |
|---|---|
| Reihe/Serie | Advances in Intelligent Systems and Computing |
| Zusatzinfo | XVII, 717 p. 299 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1094 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Ambient Intelligence • Animal Behavior Studies • Big Data Processing • Biomedical Applications • Bio-Science And Bio-Technology • Cloud Computing • Control And Automation Systems • education systems • Intelligent environment • Machine Learning Technologies • multimedia processing • Natural Language Processing • Network Security • Robotic Systems • Web mining • Wireless, Mobile Technologies |
| ISBN-13 | 9783319746890 / 9783319746890 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
