Výsledky vyhledávání - Deep Learning in Computer Vision and Image Recognition

Practical Computer Vision Applications Using Deep Learning with CNNs With Detailed Examples in Python Using TensorFlow and Kivy / Autor Gad, Ahmed Fawzy

Bridging the Semantic Gap in Image and Video Analysis

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 .…”

Multidisciplinary Approaches to Neural Computing

Obsah: “…Redefining Information Processing Through Neural Computing Models -- A Neural Approach for Hybrid Events Discrimination at Stomboli Volcano -- Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm -- Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent' and "Symmetry-Aware' White Matter Fiber-Bundles -- Accurate Computation of Drude-Lorentz Model Coefficients of Single Negative Magnetic Metamaterials Using a Micro-Genetic Algorithm Approach -- Effective Blind Source Separation Based on the Adam Algorithm -- Depth-based Hand Pose Recognizer Using Learning Vector Quantization -- Correlation Dimension-Based Recognition of Simple Juggling Movements -- Cortical Phase Transitions as an Effect of Topology of Neural Network -- Fall Detection by Using an Innovative Floor Acoustic Sensor -- An improved Hilbert-Huang Transform for Non-Linear and Time-Variant Signals -- Privacy-preserving Data Mining for Distributed Medical Scenarios -- Rule Base Reduction Using Conflicting and Reinforcement Measures -- An Application of Internet Traffic Prediction with Deep Neural Network -- Growing Curvilinear Component Analysis (GCCA) for Dimensionality Reduction of Nonstationary Data -- Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment -- A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context -- Advanced Neural Networks Systems for Unbalanced Industrial Datasets -- Quantum-Inspired Evolutionary Multiobjective Optimization for a Dynamic Production Scheduling Approach -- A Neural Network-Based Approach for Steam Turbine Monitoring -- A Predictive Model of Artificial Neural Network for Fuel Consumption in Engine Control System -- SOM-Based Analysis to Relate Non-Uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions -- Vision-Based Mapping and Micro-Localization of Industrial Components in the Fields of Laser Technology -- When Intuitive Decisions Making, Based on Expertise, May Deliver Better Results than a Rational, Deliberate Approach -- Artificial Entities or Moral Agents? …”

Python Data Analytics With Pandas, NumPy, and Matplotlib / Autor Nelli, Fabio

Information Technology - New Generations 15th International Conference on Information Technology /

Obsah: “…Part I Cybersecurity -- Safeguarding Personal Health Information: Case Study -- Cybersecurity as People Powered Perpetual Innovation -- Performance Study of the Impact of Security on 802.11ac Networks -- Training Neural Tensor Networks with the Never Ending Language Learner -- PERIA-Framework: A Prediction Extension Revision Image Annotation Framework -- The Modern State and the Further Development Prospects of Information Security in the Republic of Kazakhstan -- Evaluating Cyber Threats to the United Kingdom's National Health Service (NHS) Spine Network -- A Virtual Animated Commentator Architecture for Cybersecurity Competitions -- Malicious Software Classification using VGG16 Deep Neural Network's Bottleneck Features -- Cybersecurity Vulnerabilities Assessment (A Systematic Review Approach) -- A Self Proxy Signature Scheme over NTRU Lattices -- Towards an Ontology of Security Assessment: a core model proposal -- Integration of Mobile Forensic Tool Capabilities -- Deep Packet Inspection: A Key Issue for Network Security -- What Petya/NotPetya Ransomware is and What its Remidiations are -- Analysis of Security Vulnerability and Analytics of Internet of Things (IOT) Platform -- New Techniques for Public Key Encryption with Sender Recovery -- Cloud Intrusion Detection and Prevention system for M-voting application in South Africa -- Protecting Personal Data with Blockchain Technology -- The Role of CAE-CDE in Cybersecurity Education for Workforce Development -- Software Optimizations for DES -- Part II Networking and Wireless Communications -- Design and Development of VXLAN based Cloud Overlay Network Monitoring System and Environment -- End to End Delay Analysis in a Two Tier Cluster Hierarchical Wireless Sensor Networks -- Tools to Support SMEs to Migrate to the Cloud: Opportunities and Challenges -- A Dual canister medicine IoT Dispenser -- Local Clock Synchronization without Transmission Delay Estimation of Control Messages in Wireless Sensor Networks -- Denial of service attacks in wireless sensor networks with proposed countermeasures -- Part III Education and Technology -- Internet-Based Education: A New Milestone for Formal Language and Automata Courses -- Teaching Communication Management in Software Projects through Serious Educational Games -- Gamification applied in the teaching of agile Scrum methodology -- An Experience of Using a Board Serious Virtual Game for Teaching the SCRUM Framework -- Part IV Agile Software Testing and Development -- Teaching Scrum by Doing Scrum in Internships in South Africa to Prepare Interns for Agile Projects -- Alignment of Requirements and Testing in Agile: an Industrial Experience -- Health Care Information Systems: A Crisis Approach -- Using Correct-by-Construction Software Agile Development -- Service-Centered Operation Methodology (MOCA) application supported by computer science to improve continuously care quality in public services -- Improving Agile Software Development with Domain Ontologies -- A Stratified Sampling Algorithm for Artificial Neural Networks -- Part V Data Mining/Machine Learning -- Mining ENADE Data from the Ulbra Network Institution -- Fault diagnostic of variance shifts in clinical monitoring using an Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA) -- Investigating Attribute Assessment for Credit Granting on a Brazilian Retail Enterprise -- Cross-language approach for sentiment classification in Brazilian Portuguese with ConvNets -- Thematic Spatiotemporal Association Rules to Track the Evolving of Visual Features and their Meaning in Satellite Image Time Series -- DeRis: Information system supporting the prediction of default risk in companies -- Taking a Steppe towards optimizing Note-Taking Software by creation of a Note Classification Algorithm -- Pattern Recognition for Time Series Forecasting: A Case Study of a Helicopter's Flight Dynamics -- A model for hour-wise prediction of mobile device energy availability -- Enhancing Lipstick Try-On with Augmented Reality and Color Prediction Model -- A Traffic Light Recognition Device -- An Approach to Prepare Data to Feed Visual Metaphors in a Multiple View Interactive Environment -- Reproducible Research in Document Analysis and Recognition -- Music Genre Classification using Data Mining and Machine Learning -- Improving word representations using Paraphrase dataset -- A Initial Experimental Evaluation of the NeuroMessenger: A Collaborative Tool to Improve the Empathy of Text Interactions -- Dual Long Short-Term Memory Networks for Sub-Character Representation Learning -- Business Intelligence Dashboard Application for Insurance Cross Selling -- Speech Features Analysis for Tone Language Speaker Discrimination Systems -- Selection of Transformations of Continuous Predictors in Logistic Regression -- Part VI Software Engineering -- A Generic Approach to Efficiently Parallelize Legacy Sequential Software -- Clustering and Combinatorial Methods for Test Suite Prioritization of GUI and Web Applications -- A Timed Petri Net Model to Specify Scenarios of Video Games -- Survey of Biometric Techniques for Automotive Applications -- A Survey on adoption Good Practices for ICT Governance at Enhanced Organizations -- Budget and User Feedback Control Strategy-based PRMS Scenario Web Application -- A Controlled Natural Language Editor for Semantic of Business Vocabulary and Rules -- An Approach Based on Possibilistic WorkFlow Nets to Model Multiplayer Video Games -- A Requirements Engineering-based Approach for evaluating Security Requirements Engineering Methodologies -- Increasing the prediction quality of software defective modules with automatic feature engineering -- Part VII High Performance Computing Architectures -- NSF Noyce Recruitment and Mentorship -- Mining Associations between Two Categories using Unstructured Text Data in Cloud -- A Note on Computational Science Curriculum -- Development of a Local Cloud-Based Bioinformatics Architecture -- Part VIII Computer Vision, Image Processing/Analysis -- A Computer Vision Based Algorithm for Obstacle Avoidance -- The ST-Vis tool for SpatioTemporal Visualization -- Detection of early gastric cancer from endoscopic images using Wavelet Transform Modulus Maxima -- Detection method of early esophageal cancer from endoscopic image using dyadic wavelet transform and four-layer neural network -- Study of Specific Location of Exhaustive Matching in Order to Improve the Optical Flow Estimation -- Solarpowered UAV Platform System: a Case Study for Ground Change Detection in BRIC Countries -- Part IX Health, Bioinformatics, Pattern Detection and Optimization -- Benefits of Establishing Makerspaces in Distributed Development Environment -- Semantic Description of Healthcare Devices to Enable Data Integration -- Applying transfer learning to QSAR regression models -- Investigating the Recognition of Non-Articulatory Sounds by using Statistical Tests and Support Vector Machine -- A Complete Diabetes Management and Care System -- On the use of van der Pauw Technique to Monitor Skin Burning in Patients Undergoing Interferential Current Therapy (IFC) with Extension to Other E-Stim Monitoring -- Part X Potpourri -- Smart Lighting Controlling System: Case Study of Yarmouk University Museum -- Incremental Topology Generated for ANN A Case Study on a Helicopter's Flight Simulation -- Degree Aware Triangulation of Annular Regions -- Heuristic Approaches for the Open-Shop Scheduling Problem -- Continuous State Power-down Systems for Renewable Energy Management -- Extracting Timing Models from Component-based Multi-criticality Vehicular Embedded Systems -- Part XI Short Papers -- Customer services management and satisfaction of Internet-related banking of First National Bank -- BIG IoT - Interconnecting IoT Platforms from different domains - First success story -- Cross-Cultural Perspective of E-Commerce -- Website Usability Requirements: Through the 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