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Emerging Technologies in Data Mining and Information Security Proceedings of IEMIS 2018, Volume 2 /
Published 2019Table of Contents: “…The Study of Sentimental State of Human from Tweet Text -- Data Analytic Techniques with Hardware Based Encryption for High Profile Dataset -- Exploring Student Migration in Rural Region of Bangladesh -- Analysis on Lightning News And Correlation With Lightning Imaging Sensor (LIS) Data -- Design of Business Canvas Model for Social Media -- EEG Signal Analysis Using Different Clustering Techniques -- Viable Crop Prediction Scenario in Big Data Using a Novel Approach -- A Graph Based Approach on Extractive Summarization -- Promises and Challenges of Big Data in a Data Driven World -- A Proposed Approach for Improving Hadoop Performance For Handling Small Files -- Identification of the Recurrence of Breast Cancer by Discriminant Analysis -- Spam Detection in SMS based on Feature Selection Techniques -- Analysis and Design of an Efficient Temporal Data Mining Model for the Indian Stock Market -- Community Detection Methods in Social Network Analysis -- A Comparative Study on Cluster Analysis of Micro-Blogging Data.…”
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Proceedings of the Ninth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2017)
Published 2018Table of Contents: “…An Energy-Efficient MAC Protocol for Mobile Wireless Sensor Network Based on IR-UWB -- Obstacle Detection Algorithm by Stereoscopic Image Processing : Navigation Assistance for the Blind and Visually Impaired -- A Simultaneous Topic and Sentiment Classification of Tweets -- Local Directional Multi Radius Binary Pattern: Novel Descriptor for Face Recognition Application -- Content-based Image Retrieval Approach Using Color and Texture Applied to Two Databases (Coil-100 and Wang) -- Shape Classification Using B-spline Approximation and Contour Based Shape Descriptors -- An Image Processing Based Framework Using Crowdsourcing for a Successful Suspect Investigation -- Recognition and Classification of Arabic Fricative Consonants -- Cancer Classification Using Gene Expression Profiling: Application of the Filter Approach with the Clustering Algorithm.…”
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Cognitive Informatics and Soft Computing Proceeding of CISC 2017 /
Published 2019Table of Contents: “…Multi-Tumor Detection and Analysis Based on Advance Region Quantitative Approach of Brest MRI -- A Secure and Computational Efficient Multicast Key Distribution for Wireless Networks -- Data Mining Approaches for Correlation and Cache Replacement in Wireless Ad Hoc Networks -- An approach to detect an image as a Selfie using object recognition methods -- T wave Analysis: Potential Marker of Arrhythmia and Ischemia Detection-A Review -- Functional Link Artificial Neural Network (FLANN) based Design of a Conditional Branch Predictor -- Development of a Model Recommender System for Agriculture using Apriori Algorithm -- Emotion Speech Recognition based on Adaptive Fractional Deep Belief Network and Reinforcement Learning -- A Change Detection Technique using Rough C-Means on Medical Images -- Autonomous Path Guiding Robot for Visually Impaired People -- Analysis of Diabetes for Indian Ladies using Deep Neural Network -- A Survey: Classification of Big Data -- Security Measures In Distributed Approachof Cloud Computing -- The Extent Analysis Based Fuzzy AHP Approach for Relay Selection in WBAN -- Fingerprint Classification by Filter Bank Approach Using Evolutionary ANN -- A sequence based Cellular Manufacturing System design using Genetic Algorithm -- Multimodal Biometrics Authentication using Multiple Matching Algorithm -- Kinship Verification from facial images using feature descriptors -- A Feature Averaging method for Kinship Verification -- An Artificial Intelligence Technique for Low Order Harmonic Elimination in Multilevel Inverters -- A Hybrid Approach to Address IP Traceback Problem using Nature Inspired Algorithm -- OEFC Algorithm - Sentiment Analysis on Goods and Service Tax System in India -- Graph Based Sentiment Analysis Model for E-Commerce websites' data -- Isolated Word Recognition based on Different Statistical Analysis and Feature Selection Technique -- Keyword Extraction from Tweets using Weighted Graph -- A novel method for Epileptic EEG classification using DWT, MGA, andANFIS: A real time application to cardiac patients with epilepsy -- Exploring hybrid recommender systems for personalized travel applications -- Aggregated Rank in First-Fit-Decreasing for Green Cloud Computing -- Real-Time Vehicle-Type Categorization and Character Extraction from the License Plates -- Ranking decision rules using rough set theory - A comparative analysis -- Performance Comparison of Clustering Algorithms based Image Segmentation on Mobile Devices -- An Enhanced Approach to Memetic Algorithm used for Character Recognition -- Performance Analysis of Extreme Learning Machine Variants with varying Intermediate Nodes and Different Activation Functions -- Role of Filter Sizes in effective Image Classification using Convolutional Neural Network -- Sentiment Analysis on Product Reviews Using Machine Learning Techniques -- Optimization of Electricity Bill on Study of Energy Audit by Using Grid Integration of Renewable Energy Sources -- Computer Aided Diagnosis of Epilepsy Based on the Time-Frequency Texture Descriptors of EEG Signals Using Wavelet Packet Decomposition and Artificial Neural Network -- User identification methods in Cognitive Radio Networks -- Design and Performance Analysis of Optical Signal Processing Module in Open Air & Underwater Environment -- Analysis of Jitter and Shimmer for Parkinson's disease diagnosis using telehealth -- Real Time Bio-Medical Recursive Images Detection Algorithm for Indian Telemedicine Environment -- Application of Multi Domain Fusion Methods for Detecting Epilepsy from Electroencephalogram Using Classification Methods -- A Cognitive Approach for Design of Smart Toilet in Healthcare Units -- A Novel Trimet Graph Optimization (TGO) topology for Wireless Networks.…”
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Intelligent Decision Support Systems for Sustainable Computing Paradigms and Applications /
Published 2017Table of Contents: “…Intelligent Decision Support Systems for Sustainable Computing -- A Genetic Algorithm based Efficient Load Distribution Strategy for Handling Large Scale Workloads on Sustainable Computing Systems -- Efficiency in Energy Decision Support Systems using Soft Computing Techniques -- Computational Intelligence Based Heuristic Approach for Maximizing Energy Efficiency in Internet of Things -- Distributed Algorithm with Inherent Intelligence for Multi-Cloud Resource Provisioning -- Parameter Optimization methods based on Computational Intelligence Techniques in Context of Sustainable Computing -- The Maximum Power Point tracking using Fuzzy Logic Algorithm for DC Motor based Conveyor System -- Differential Evolution Based Significant Data Region Identification on Large Storage Drives -- A Fuzzy Based Power Switching Selection for Residential Application to beat Peak Time Power Demand -- Energy Saving Using Memorization: A Novel Energy-Efficient and Fault Tolerant Algorithm -- Analyzing Slavic Textual Sentiment using Deep Convolutional Neural Networks -- Intelligent Decision Support System for an Integrated Pest Management in Apple Orchard -- Analysis of Error Propagation in Safety Critical Software Systems: An Approach based on UGF -- A Framework for Analyzing Uncertainty in Data using Computational Intelligence Techniques -- .…”
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Artificial Neural Network Modelling
Published 2016Table of Contents: “…-Quantification of Prediction Uncertainty in Artificial Neural Network Models -- Classifying Calpain Inhibitors for The Treatment of Cataracts: A Self Organising Map (SOM) ANN/KM Approach in Drug Discovery -- Improved Ultrasound Based Computer Aided Diagnosis System for Breast Cancer Using Neural Networks Incorporating a NovelEffective Feature - Degree of Central Regularity of Mass.…”
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Artificial Intelligence Perspectives in Intelligent Systems Proceedings of the 5th Computer Science On-line Conference 2016 (CSOC2016), Vol 1 /
Published 2016Table of Contents: “…A Classification Schema for the Job Shop Scheduling Problem with Transportation Resources: State-Of-The-Art Review -- Narration Framework of Chinese Ancient Fiction Images in the Digital Environment -- Toward Computing Oriented Representation of Sets -- Simplified Version of White Wine Grape Berries Detector Based on SVM and HOG Features -- Automated Product Design and Development Using Evolutionary Ontology -- Energy Conservation Technique on Multiple Radio Incorporated Smart Phones -- Real Time Tasks Scheduling Optimization Using Quantum Inspired Genetic Algorithms -- Fuzzy Energy Aware Real Time Scheduling Targeting Mono-Processor Embedded Architectures -- Total Tardiness Minimization in a Flow Shop With Blocking Using An Iterated Greedy Algorithm -- A Firefly Algorithm to Solve the Manufacturing Cell Design Problem -- Solving the Manufacturing Cell Design Problem Via Invasive Weed Optimization -- VLSI Placement Problem Based on Ant Colony Optimization Algorithm -- Pattern Recognition on the Basis of Boltzmann Machine Model -- Parallel Genetic Algorithm Based on Fuzzy Controller for Design Problems -- To Scheduling Quality of Sets of Precise Form Which Consist of Tasks of Circular And Hyperbolic Type In Grid Systems -- Exploring Performance of Instance Selection Methods in Text Sentiment Classification -- Placement of Vlsi Fragments Based on A Multilayered Approach -- Genetic Algorithm Approach in Optimizing the Energy Intake for Health Purpose -- Formal Verification and Accelerated Inference -- A Hybrid Approach to Automated Music Composition -- Detection of White Grapes in Natural Environment Using Neural Network as A Classifier -- A Concept of Innovative Speech Interfaces With Augmented Reality and Interactive Systems for Controlling Lifting Devices -- Sentiment Analysis of Customer Reviews Using Robust Hierarchical Bidirectional Recurrent Neural Network -- Binary Image Quality Assessment - A Hybrid Approach Based on Binarization Evaluation Methods -- Biogeography-Based Optimization Algorithm for Solving the Set Covering Problem -- Approaches to Tackle the Nesting Problems -- Lozi Map Generated Initial Population in Analytical Programming -- Comparison of Success Rate of Numerical Weather Prediction Models With Forecasting System of Convective Precipitation -- High Speed, Efficient Area, Low Power Novel Modified Booth Encoder Multiplier for Signed-Unsigned Number -- Mining Customer Behavior in Trial Period of a Web Application Usage - Case Study -- In Search of a Semantic Book Search Engine on the Web: Are we there Yet? …”
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Advanced Intelligent Systems for Sustainable Development (AI2SD'2018) Volume 5: Advanced Intelligent Systems for Computing Sciences /
Published 2019Table of Contents: “…Intelligent reservation systems based on MAS & data mining method -- A Lightweight Ciphertext-Policy Attribute-Based Encryption for Fine-Grained Access Control -- Generate a Meta-Model Content for Communication Space of Learning Management System Compatible with IMS-LD -- Designing an IMS-LD Model for Communication Space of Learning Management System -- A smart cascaded H-bridge multilevel inverter with An optimized modulation techniques increasing the quality and reducing harmonics -- Approaches and algorithms for resource management in OFDMA access mode: Application to mobile networks of new generation -- A new efficient technique to enhance quality of service in OLSR protocol -- Performance Assessment of AODV, DSR and DSDV in an Urban VANET Scenario -- Exploiting NoSQL Document Oriented Data Using Semantic Web Tools -- Analytical study of the performance of communication systems in the presence of fading -- Android Applications analysis results using PerUpSecure Tool -- Novel configuration of Radio over Fiber system using a hybrid SAC-OCDMA/OFDM technique -- A Hybrid Multilingual Sentiment Classification using Fuzzy Logic and Semantic Similarity -- Fuzzy semantic-based similarity and big data for detecting multilingual plagiarism in Arabic documents -- Contribution to the improvement of the Quality of Service over Vehicular ad-hoc Network -- Sustainable Development: Clustering Moroccan Population Based on ICT and Education -- Datamining for Fraud Detecting, State of the art -- Elephant Herding Optimization Algorithm for the travelling salesman problem -- Deep learning technology for identifying a person of interest in real-world -- The Discrete swallow swarm optimization for flowshop scheduling problem.…”
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Big Data Analytics Proceedings of CSI 2015 /
Published 2018Table of Contents: “…Title of the Papers along with the Name of the Authors -- Need for Developing Intelligent Interfaces for Big Data Analytics in the Micro Finance Industry -- Unified Resource Descriptor over KAAS Framework Refining Cloud Dynamics -- An Adoptable and Secure Intelligent Smart Card Framework for Internet of Things and Cloud Computing -- A Framework for Ontology Learning from Taxonomic Data -- Leveraging Map-Reduce with Column Oriented Stores: Study of Solutions and Benefits -- Hadoop: Solution to Unstructured Data Handling -- Task Based Load Balancing Algorithm by Efficient Utilization of VMs in Cloud Computing -- A Load Balancing Algorithm Based on Processing Capacities of VMs in Cloud Computing -- Package Based Approach for Load Balancing in Cloud Computing -- Workload Prediction of e-Business Websites on Cloud Using Different Methods of ANN -- Data Security in Cloud Based Analytics -- Ontology Based Ranking in Search Engine -- Hidden Data extraction Using URL Templates Processing -- Automatic Generation of Ontology for Extracting Hidden Web Pages -- Importance of SLA in Cloud Computing -- A Survey on Cloud Computing -- Adapting & Reducing Cost in Cloud Paradigm (ARCCP) -- Power Aware Based Workflow Model of Grid Computing Using Ant Based Heuristic Approach -- Image Categorization Using Improved Data Mining Technique -- An Effective Hybrid Encryption Algorithm for Ensuring Cloud Data Security -- Big Data Analytics: Recent and Emerging Application in Services Industry -- An Analysis of Resource Aware Adaptive Scheduling for HPC Clusters with Hadoop -- Analytical and Perspective Approach of Big Data in Cloud Computing -- Implementation of CouchDB Views -- Evolution of FOAF and SIOC in Semantic Web: A Survey -- Classification of e-Commerce Products Using Rep-Tree And K-Mean Hybrid Approach -- A Study of Factors Affecting MapReduce Scheduling -- Outlier Detection in Agriculture Domain: Application and Techniques -- A Framework for Twitter Data Analysis -- Web Structure Mining Algorithms: A Survey -- Big Data Analytics via IoT with Cloud Service -- A Proposed Contextual Model for Big Data Analysis Using Advanced Analytics -- Ranked Search over Encrypted Cloud Data in Azure Using Secure kNN -- DCI3 Model for Privacy Preserving in Big Data -- Study of Sentiment Analysis Using Hadoop -- OPTIMA(OPinionated Tweet Implied Mining and Analysis) - An Innovative Tool to Automate Sentiment Analysis -- Mobile Agent Based MapReduce Framework for Big Data Processing -- Review of Parallel Apriori Algorithm on Map Reduce Framework for Performance Enhancement -- A Novel Approach to Realize Internet of Intelligent Things -- An Innovative Approach of Web Page Ranking Using Hadoop and MapReduce Based Cloud Framework -- SAASQUAL: A Quality Model for Evaluating SaaS on the Cloud Computing Environment -- Scalable Aspect Based Summarization in the Hadoop Environment -- Parallel Mining of Frequent Itemsets from Memory Mapped Files -- Handling Smurfing Through Big Data -- A Novel Approach for Semantic Prefetching Using Semantic Information and Semantic Association -- Optimized Cost Model with Optimal Resource Usage for Cloud -- Understanding Live Migration Techniques Intended for Resource Interference Minimization in Virtualized Cloud Environment -- Cloud Security Issues and Challenges -- A Novel Approach to Protect Cloud Environments Against DDOS Attacks -- An Approach for Workflow Scheduling in Cloud Using ACO -- Data Type Identification and Extension Validator Framework Model for Public Cloud Storage -- Robust Fuzzy Neuro System for Big Data Analytics -- Deployment of Cloud Using Open Source Virtualization: Study of VM Migration Methods and Benefits -- Implementation of Category-wise Focused Web Crawler -- MAYA: An Approach for Energy and Cost Optimization for Mobile Cloud Computing Environments -- Load Balancing in Cloud - A Systematic Review -- Cloud-Based Big Data Analytics - A Survey of Current Research and Future Directions -- Fully Homomorphic Encryption Scheme with Probabilistic Encryption Based on Euler'sTheorem and Application in Cloud Computing -- Big Data: Issues, Challenges and Techniques in Business Intelligence -- Cloud Computing in Bioinformatics and Big Data Analytics: Current Status and Future Research -- Generalized Query Processing Mechanism in CDBMS -- Deliberative Study of Security Issues in Cloud Computing -- Green Cloud Computing: An Overview -- Literature Review of QoS with Load Balancing in Cloud Computing Environment -- WAMLB: Weighted Active Monitoring Load Balancing in Cloud Computing -- Applications of Attribute Based Encryption in Cloud Computing Environment -- Query Optimization: Issues and Challenges in Mining of Distributed Data -- Comprehensive Study of Cloud Computing and Related Security Issues -- Healthcare Data Analysis Using R and MongoDB -- Data Mining Tools and Techniques for Mining Software Repositories: A Systematic Review -- SWOT Analysis of Cloud Computing Environment -- A Review on Quality of Service in Cloud Computing -- Association Rule Mining for Finding Admission Tendency of Engineering Student with Pattern Growth Appraoch -- Integrated Effect of Nearest Neighbors and Distance Measures in k-NN Algorithm.…”
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Proceedings of the International Conference on Signal, Networks, Computing, and Systems ICSNCS 2016, Volume 1 /
Published 2017Table of Contents: “…Novel Digital Image Watermarking in SWT+SVD Domain -- Chapter 3. …”
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Computational Intelligence in Data Mining-Volume 1 Proceedings of the International Conference on CIDM, 5-6 December 2015 /
Published 2016Table of Contents: “…Chapter 1. A Novel Approach for Biometric Authentication System Using Ear, 2D Face and 3D Face Modalities -- Chapter 2. …”
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Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications FICTA 2016, Volume 2 /
Published 2017Table of Contents: “…Person Recognition Using Surf Features and Vola-Jones Algorithm -- Chapter 17. A Novel Representation for Classification of User Sentiments -- Chapter 18. …”
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Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA) 2015
Published 2016Table of Contents: “…Part 1: Special Session: Advances in Nature Inspired Algorithms for Engineering Optimization Problems_An Efficient Dynamic Scheduling Algorithm for Soft Real-Time Task in Multiprocessor System Using Hybrid Quantum-Inspired Genetic Algorithm -- Equitable Machine Learning Algorithms to Probe over P2P Botnets -- Directed Search Based PSO Algorithm and Its Application to Scheduling Independent Task in Multiprocessor Environment -- Part 2: Bioinformatics and Computational Biology_JUPred_MLP: Prediction of Phosphorylation Sites Using a Consensus of MLP Classifiers -- Molecular Computing and Structural Biology for Interactions in ERα and bZIP Proteins from Homo Sapiens: An Insight into the Signal Transduction in Breast Cancer Metastasis -- SVM Based Pre-microRNA Classifier Using Sequence, Structural and Thermodynamic Parameters -- DCoSpect: A Novel Differentially Co-expressed Gene Module Detection Algorithm Using Spectral Clustering -- Intelligent Topological Differential Gene Networks -- Part 3: Signal Processing_Impact of Threshold to Identify Vocal Tract -- Application of Compressed Sensing in Cognitive Radio -- Compressed Sensing Based NBI Mitigation in Ultra Wide Band Energy Detector -- Part 4: Data Mining_A Novel Data Mining Scheme for Smartphone Activity Recognition by Accelerometer Sensor -- Mining and Ranking Association Rules in Support, Confidence, Correlation and Dissociation Framework -- Mining Closed Interesting Sub spaces to Discover Conducive Living Environment of Migratory Animals -- Frequent Patterns Mining from Data Cube Using Aggregation and Directed Graph -- Part 5: Document Image Analysis_A Modified Parallel Thinning Method for Handwritten Oriya Character Images -- Offline Signature Verification Using Artificial Neural Network -- A Simple and Effective Technique for Online Handwritten Bangla Character Recognition -- Visual Analytic Based Technique for Handwritten Indic Script Identification - A Greedy Heuristic Feature Fusion Framework -- Offline Writer Identification from Isolated Characters Using Textural Features -- PWDB_13: A Corpus of Word-level Printed Document Images from Thirteen Official Indic Scripts -- Part 6: Applications of Metaheuristic Optimization_Application of Krill Herd Algorithm for Optimum Design of Load Frequency Controller for Multi-Area Power System Network with Generation Rate Constraint -- Optimal allocation of Distributed Generator using Chemical Reaction Optimization -- A Novel Combined Approach of k-means and Genetic Algorithm to Cluster Cultural Goods in Household Budget -- A PSO with improved initialization operator for solving Multiple Sequence Alignment Problems -- Profit Maximization of TSP with uncertain Parameters through a Hybrid Algorithm -- Part 7: Wireless Sensor and Ad-hoc Networks_Mitigating Packet Dropping Problem and Malicious Node Detection Mechanism in Ad Hoc Wireless Networks -- Service Provisioning middleware for Wireless Sensor Network -- A Novel MTC-RB Heuristic for Addressing Target Coverage Problem in Heterogeneous Wireless Sensor Network -- Part 8: Quantum dot Cellular Automata_2 Dimensional 2 Dot 1 Electron Quantum Cellular Automata Based Dynamic Memory Design -- Optimized Approach for Reversible Code Converters Using Quantum Dot Cellular Automata -- Design of a Logically Reversible Half Adder using 2D 2-Dot 1-Electron QCA -- Part 9: Fuzzy Sets and Systems_Intuitionistic Fuzzy Multivalued Dependency and Intuitionistic Fuzzy Fourth Normal Form -- Parameter Reduction of Intuitionistic Fuzzy Soft Sets and Its Related Algorithms -- Correlation Measure of Hesitant Fuzzy Linguistic Term Soft Set and Its Application in Decision Making -- Constrained Solid Travelling Salesman Problem Solving by Rough GA Under Bi-fuzzy Coefficients -- Part 10: Routing and Traffic Grooming_A Novel Multi-criteria Multi-agent Based Routing Strategy Based on Tarantula Mating Behaviour -- A Mesh Based Multicast Routing Protocol using Reliable Neighbor Node for Wireless Mobile Ad-Hoc Networks -- Traffic Grooming in Hybrid Optical-WiMAX Mesh Networks -- Part 11: Authentication and Network Security_Host Based Intrusion Detection Using Statistical Approaches -- Secure Remote Login Scheme with Password and Smart Card Update Facilities -- Generation and Risk Analysis of Network Attack Graph -- Unsupervised Spam Detection in Hyves Using SALSA -- Cryptanalysis of a Chaotic Map Based Authentication and Key Agreement Scheme for Telecare Medicine Information Systems -- Improving the Accuracy of Intrusion Detection Using GAR-Forest with Feature Selection -- Part 12: Text Processing_Sentiment Analysis with Modality Processing -- Query-Based Extractive Text Summarization for Sanskrit -- Code Obfuscation by Using Floating Points and Conditional Statements -- Privacy Preserving Spam Email Filtering Based on Somewhat Homomorphic Using Functional Encryption -- Part 13: Image Processing_Digital Image Watermarking Scheme based on Visual Cryptography and SVD -- Compression of Hyper-Spectral Images and Its Performance Evaluation -- Hand Gesture Recognition for Sign Language: A Skeleton Approach -- Modified Cuckoo Searchbased Image Enhancement -- A Novel Iterative Salt-and-Pepper Noise Removal Algorithm -- Part 14: Intelligent System Planning_Queuing Model for Improving QoS in Cloud Service Discovery -- Adaptive Multi-Layer Routing for Incremental Design of an SoC -- Analyzing and Modelling Spatial Factors for Pre-decided Route Selection Behaviour -- Fault Tolerant Scheduling with Enhanced Performance for Onboard Computers-Evaluation -- A Multi-Agent Planning Algorithm with Joint Actions -- 4-Directional Combinatorial Motion Planning via Labeled Isotonic Array P System -- Intelligent Control of DFIG Using Sensorless Speed Estimation and Lookup Table based MPPT Algorithm to overcome Wind and Grid disturbances.…”
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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)
Published 2018Table of Contents: “…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 .…”
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Advanced Topics in Intelligent Information and Database Systems
Published 2017Table of Contents: “…Origins, assumptions and goals -- The Impact of User Sentiment Aroused by The-day-of-the-week on the Recommendation Effectiveness in Microblog -- Multi-Sentence Compression Using Word Graph and Integer Linear Programming -- A Performance Comparison of Feature Extraction Methods forSentiment Analysis -- A Study of Plagiarism Checker System Based on Chinese Word Segmentation and SQL Intersection Operation Technique -- Text Summarization Based on Classification Using ANFIS -- Part V: Innovations in Web and Internet Technologies -- Analysis of Indoor Positioning Based on BLE -- A Fusion Technique of Schema and Syntax Rules for Validating Open Data -- Job Description Language for a Browser-Based Computing Platform - A Preliminary Report -- Measuring the Effectiveness of Knowledge Driven Web Applications -- Responsive Data Table Solution with New Scrolling Control Gesture for Better User Experience -- Part VI: New Methods and Applications in Software Engineering -- Adaptation of an ANN-Based Air Quality Forecasting Model to a New Application Area -- Checking Compliance of Program with SecureUML Model -- Generation of Test Data using Genetic Algorithm and Constraint Solver -- Investigating the Issues of using Agile Methods in Offshore Software Development in Sri Lanka -- A Method forAutomated Test Cases Generation from UML Models with String ConstraintS -- Mobile Application for Calculation of Optimal Route Between Searched Points of Interest -- On Implementation of the Assumption Generation Method for Component-Based Software Verification.…”
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Proceedings of International Conference on ICT for Sustainable Development ICT4SD 2015 Volume 1 /
Published 2016Table of Contents: “…Classifying Nodes in Social Media Space -- Chapter 31. A Novel Hexagonal Shaped Based Band Stop Frequency Selective Surface with Multi-Band Applications -- Chapter 32. …”
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Proceedings of ELM-2015 Volume 2 Theory, Algorithms and Applications (II) /
Published 2016Table of Contents: “…Large-Scale Scene Recognition based on Extreme Learning Machines -- Partially Connected ELM for Fast and Effective Scene Classification Optimization -- Two-Layer Extreme Learning Machine for Dimension Reduction -- Distributed Extreme Learning Machine with Alternating Direction Method of Multiplier -- An Adaptive Online Sequential Extreme Learning Machine for Real-Time Tidal Level Prediction -- Optimization of Outsourcing ELM problems in Cloud Computing from Multi-Parties -- H-MRST: A Novel Framework For Support Uncertain Data Range Query Using ELM -- The SVM-ELM Model based on Particle Swarm Optimization -- ELM-ML: Study on Multi-Label Classification using Extreme Learning Machine -- Sentiment Analysis of Chinese Micro Blog based on DNN and ELM and Vector Space Model -- Self Forward and Information Dissemination Prediction Research in SINA Microblog Using ELM -- Sparse Coding Extreme Learning Machine for Classification -- Continuous Top-K Remarkable comments Over Textual Streaming Data UsingELM -- ELM based Representational Learning for Fault Diagnosis of Wind Turbine Equipment -- Prediction of Pulp Concentration Using Extreme Learning Machine -- Rational and Self-Adaptive Evolutionary Extreme Learning Machine for Electricity Price Forecast -- Contractive ML-ELM for Invariance Robust Feature Extraction -- Automated Human Facial Expression Recognition Using Extreme Learning Machines -- Multi-Modal Deep Extreme Learning Machine for Robotic Grasping Recognition -- Denoising Deep Extreme Learning Machines for Sparse Representation -- Extreme Learning Machine based Point-of-Interest Recommendation in Location-based Social Networks -- The Granule-Based Interval Forecast for Wind Speed -- KELM : An Improved K-means Clustering Method using Extreme Learning Machine -- Wind Power Ramp Events Classification using Extreme Learning Machines -- Facial Expression Recognition Based on Ensemble Extreme Learning Machine with Eye Movements Information -- Correlation between Extreme Learning Machine andEntorhinal Hippocampal System -- RNA Secondary Structure Prediction using Extreme Learning Machine with Clustering Under-Sampling Technique -- Multi-Instance Multi-label learning by Extreme Learning Machine -- A Randomly Weighted Gabor Network for Visual-Thermal Infrared Face Recognition -- Dynamic Adjustment of Hidden Layer Structure for Convex Incremental Extreme Learning Machine -- ELMVIS+: Improved Nonlinear Visualization Technique using Cosine Distance and Extreme Learning Machines -- On Mutual Information over non-Euclidean Spaces, Data Mining and Data Privacy Levels -- Probabilistic Methods for Multiclass Classification Problems -- A Pruning Ensemble Model of Extreme Learning Machine with L1/2 Regularizer -- Evaluating Confidence Intervals for ELM Predictions -- Real-Time Driver Fatigue Detection Based on ELM -- A High Speed Multi-label Classifier based on Extreme Learning Machines -- Image Super-Resolution by PSOSEN of Local Receptive Fields Based Extreme Learning Machine -- Sparse ExtremeLearning Machine for Regression -- WELM:Extreme Learning Machine with Wavelet Dynamic Co-Movement Analysis in High-Dimensional Time Series.…”
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Intelligent Systems and Applications Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 1 /
Published 2019Table of Contents: “…ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning and Snapshot Ensembling -- Ship Classification from SAR Images based on Deep Learning -- HIMALIA: Recovering Compiler Optimization Levels from Binaries by Deep Learning -- Architecture of Management Game for Reinforced Deep Learning -- The Cognitive Packet Network with QoS and Cybersecurity Deep Learning Clusters -- Convolution Neural Network Application for Road Asset Detection and Classification in LiDAR Point Cloud -- PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion -- Reinforcement Learning for Fair Dynamic Pricing -- A Classification-Regression Deep Learning Model for People Counting -- The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features -- Deep Learning in Classifying Depth of Anesthesia (DoA) -- Content based Video Retrieval using Convolutional Neural Network -- Proposal and Evaluation of an Indirect Reward Assignment Method for Reinforcement Learning by Profit Sharing Method -- Eye-Tracking to Enhance Usability: A Race Game -- Eye-Tracking to Enhance Usability: A Race Game -- Automatized Approach to Assessment of Degree of Delamination around a Scribe -- Face Detection and Recognition for Automatic Attendance System -- Fine Localization of Complex Components for Bin Picking -- Intrusion Detection in Computer Networks based on KNN, K-Means++ and J48 -- Cooperating with Avatars through Gesture, Language and Action -- A Safer YouTube Kids: An Extra Layer of Content Filtering using Automated Multimodal Analysis -- Designing an Augmented Reality Multimodal Interface for 6DOF Manipulation Techniques -- InstaSent: A Novel Framework for Sentiment Analysis based on Instagram Selfies -- Segmentation of Heart Sound by Clustering using Spectral and Temporal Features -- Evaluation of Classifiers for Emotion Detection while Performing Physical and Visual Tasks: Tower of Hanoi and IAPS -- Investigating Input Protocols, Image Analysis, and Machine Learning Methods for an Intelligent Identification System of Fusarium Oxysporum Sp. in Soil Samples -- Intelligent System Design for Massive Collection and Recognition of Faces in Integrated Control Centres -- Wheat Plots Segmentation for Experimental Agricultural Field from Visible and Multispectral UAV Imaging -- Evaluation of Image Spatial Resolution for Machine Learning Mapping of Wildland Fire Effects -- Region-based Poisson Blending for Image Repairing -- Modified Radial Basis Function and Orthogonal Bipolar Vector for Better Performance of Pattern Recognition -- Video Detection for Dynamic Fire Texture by using Motion Pattern Recognition -- A Gaussian-Median Filter for Moving Objects Segmentation Applied for Static Scenarios -- Straight Boundary Detection Algorithm based on Orientation Filter -- Using Motion Detection and Facial Recognition to Secure Places of High Security: A Case Study at Banking Vaults of Ghana -- Kinect-Based Frontal View Gait Recognition using Support Vector Machine -- Curve Evolution based on Edge Following Algorithm for Medical Image Segmentation -- Enhancing Translation from English to Arabic using Two-Phase Decoder Translation -- On Character vs Word Embeddings as Input for English Sentence Classification.…”
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