Výsledky vyhľadávania - "Machine Learning Algorithm"

Pro Machine Learning Algorithms A Hands-On Approach to Implementing Algorithms in Python and R / Autor Ayyadevara, V Kishore

Artificial Intelligence of Things in Smart Environments : Applications in Transportation and Logistics /

Obsah: “…Applying machine learning algorithms to improve intrusion detection system in IoV --…”

Distributed denial of service attacks : concepts, mathematical and cryptographic solutions /

Obsah: “…Frequently used machine learning algorithm for detecting the distributed denial-of-service (DDoS) attacks --…”

Deep learning for personalized healthcare services /

Obsah: “…Prediction of multiclass cervical cancer using deep machine learning algorithms in healthcare services --…”

Healthcare Big Data Analytics : Computational Optimization and Cohesive Approaches /

Obsah: “…6 Detection of COVID-19 in IoMT cloud-based system using ensemble machine learning algorithms --…”

Machine Learning for Model Order Reduction Autor Mohamed, Khaled Salah

Obsah: “…Chapter1: Introduction -- Chapter2: Bio-Inspired Machine Learning Algorithm: Genetic Algorithm -- Chapter3: Thermo-Inspired Machine Learning Algorithm: Simulated Annealing -- Chapter4: Nature-Inspired Machine Learning Algorithm: Particle Swarm Optimization, Artificial Bee Colony -- Chapter5: Control-Inspired Machine Learning Algorithm: Fuzzy Logic Optimization -- Chapter6: Brain-Inspired Machine Learning Algorithm: Neural Network Optimization -- Chapter7: Comparisons, Hybrid Solutions, Hardware architectures and New Directions -- Chapter8: Conclusions.…”

Veracity of Big Data Machine Learning and Other Approaches to Verifying Truthfulness / Autor Pendyala, Vishnu

Obsah: “…1 The Big Data Phenomenon -- 2 Veracity of Web Information -- 3 Approaches to Big Data Veracity -- 4 Change Detection Techniques -- 5 Machine Learning Algorithms -- 6 Formal Methods and Knowledge Representation -- 7 Medley of More Methods -- 8 The Future: Blockchain and Beyond.-.…”

Application of FPGA to Real‐Time Machine Learning Hardware Reservoir Computers and Software Image Processing / Autor Antonik, Piotr

Supervised Learning with Quantum Computers Autor Schuld, Maria

Research and innovation forum 2022 : rupture, resilience and recovery in the post-Covid world /

Obsah: “…1.2 Objectives -- 2 Literature Review -- 2.1 Meaning and Definition -- 2.2 Benefits of 5S Workplace Organization Technique -- 2.3 Apparel Factory and Production Processes -- 3 Methodology -- 4 Results, Discussion and Proposed Action Plan -- 4.1 Results -- 4.2 Discussion -- 4.3 Proposed Action Plan for Implementation of 5S in Apparel Industry -- 5 Conclusion -- References -- An Interactive Augmented Reality Tool to Enhance the Quality Inspection Process in Manufacturing-Pilot Study -- 1 Introduction -- 2 AR Software Design and Development -- 2.1 Designing the AR Software -- 2.2 Preparation of the Dataset -- 2.3 AR Software Development -- 3 Pilot Study: Methodology -- 4 Results and Discussion -- 5 Conclusion and Future Work -- References -- Power Quality Disturbances Classification Based on the Machine Learning Algorithms -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 The Power Quality Disturbance (PQD) Model -- 3.2 The Segmentation -- 3.3 The Classification -- 3.4 The Cross Validation (CV) -- 3.5 The Confusion Matrix -- 3.6 The Evaluation Measures -- 4 Empirical Results and Discussion -- 5 Conclusion -- References -- Smart Cities: Rupture and Resilience Building -- Getting Things Right: Ontology and Epistemology in Smart Cities Research -- 1 Introduction -- 2 Literature Review -- 3 The Smart City Debate and Its Metatheoretical Dimensions -- 4 How to Explore the Smart City Performance? …”

Advances in Intelligent Systems and Interactive Applications Proceedings of the 2nd International Conference on Intelligent and Interactive Systems and Applications (IISA2017) /

Obsah: “…. -- Research on the path monitoring capability of wireless multimedia sensor network -- Preopen set and preclosed set on intuitive fuzzy topological spaces -- Neural Network method for Compressed Sensing -- A Survey on Microwave Surface Emissivity Retrieval Methods -- Design of Multi-mode Switching Damping Shock Absorber for Active Suspension and Ride Comfort Test -- Research on the System of Patrol Unmanned Aerial Vehicle (UAV) Docking on Charging Pile based on Autonomous Identification and Tracking -- On Data Analysis in Forest Fire Induced Breakdown of the Transmission Line -- Ultrasonic Guided Wave Testing Method of Gun Barrel Crack Defects Based on L (0, 2) Mode -- Target re-identification based on dictionary learning -- Research on High Impedance Fault Detection Method of Distribution Network Based on S Transform -- Research on the protocols of VPN -- Penetration Level Permission of Small Hydropower Station in Distributed Network -- Research on Smooth Switching Method of Micro-Grid Operation -- A new BDD algorithm for fault tree analysis -- A sparse nonlinear signal reconstruction algorithm in the wireless sensor network -- Chinese POS Tagging with Attention-based Long Short-Term Memory Network -- A New Weighted Decision Making Method for Accurate Sound Source Localization -- The efficiency factors of point-to-point wireless energy transfer system in a closed satellite cavity -- Personalized Point-of-Interest Recommendation in Location-Based Social Networks -- Verification of CAN-BUS Communication on robots based on xMAS -- Network Traffic Classification Using Machine Learning Algorithms -- Fault analysis and fault diagnosis method review on active distribution network -- Extensive Survey on Networked Wireless Control -- Part 5. …”

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Obsah: “…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-Dimension Particles -- Machine Learning and Big Data Processing: A Technological Perspective and Review -- Harnessing the power of Big Data in Science -- Building Online Social Network Dataset for Arabic Text Classification -- Breast Cancer Detection and Classification using Thermography: A Review -- An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime -- Efficient Sentiment Analysis Approach Using Feature Selection and Classifier Ensemble -- Part(5) Intelligent Systems and Applications -- Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria -- Embeddings of Categorical Variables for Sequential Data in Fraud Context -- Hybrid Information Filtering Engine for Personalized Job Recommender System -- Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs -- Adaptive Task Scheduling on Multicore Processors -- PFastNCA: Parallel Fast Network Component Analysis for gene regulatory network -- Robots That Can Mix Serious With Fun -- Dialect versus MSA Sentiment Analysis -- Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks -- Multi-filter Score-level Fusion for Fingerprint Verification -- Color Image Segmentation of Fishes with Complex Background in Water -- Analysis of Credit Risk Prediction using ARSkNN -- Dental Age Estimation in East Asian Population with Least Squares Regression -- Text Mining Approach to Analyse Stock Market Movement -- Stock Market Real Time Recommender Model Using Apache Spark Framework -- Patient Fingerprint Minutiae based Medical Image Watermarking and Adaptive Integrity -- Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment -- Gray matter volume abnormalities in the reward system in first-episode patients with major depressive disorder .…”

Advances in Machine Learning and Data Science Recent Achievements and Research Directives /

Practical Apache Spark Using the Scala API / Autor Chellappan, Subhashini

Applied Analytics through Case Studies Using SAS and R Implementing Predictive Models and Machine Learning Techniques / Autor Gupta, Deepti

151 Trading Strategies Autor Kakushadze, Zura

Future skills in education : knowledge management, AI and sustainability as key factors in competence-oriented education / Autor Golowko, Nina

Data Science Fundamentals for Python and MongoDB Autor Paper, David

Physically Unclonable Functions From Basic Design Principles to Advanced Hardware Security Applications / Autor Halak, Basel

Machine Learning for Ecology and Sustainable Natural Resource Management