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1
Shortest Path Solvers. From Software to Wetware
Published Springer International Publishing : Imprint: Springer, 2018.Full-text access
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2
Learning from Data Streams in Evolving Environments Methods and Applications /
Published Springer International Publishing : Imprint: Springer, 2019.Full-text access
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3
The Impact of Information on Modern Humans
Published Springer International Publishing : Imprint: Springer, 2018.Full-text access
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4
Proceedings of ELM-2015 Volume 2 Theory, Algorithms and Applications (II) /
Published Springer International Publishing : Imprint: Springer, 2016.Table 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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5
Intelligent Decision Technologies 2019 Proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019), Volume 2 /
Published Springer Nature Singapore : Imprint: Springer, 2019.Full-text access
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6
Multidisciplinary Approaches to Neural Computing
Published Springer International Publishing : Imprint: Springer, 2018.Full-text access
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7
Proceedings of International Conference on Artificial Intelligence and Applications : Icaia 2020.
Published Springer Singapore Pte. Limited, 2020.Table of Contents: “…Classification of EEG Signals for Hand Gripping Motor Imagery and Hardware Representation of Neural States Using Arduino-Based LED Sensors -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Data Acquisition -- 3.2 Data Preprocessing -- 3.3 Feature Extraction -- 3.4 Classification -- 3.5 Hardware Implementation -- 4 Results -- 5 Discussion -- References -- Bandwidth and Gain Enhancement Techniques of DRA Antenna -- 1 Introduction -- 2 DRA Mathematical Modeling -- 3 Antenna Designs -- 4 Results and Discussion -- 5 Conclusion -- References -- Social Intelligence and Sustainability -- TODD: Time-Aware Opinion Dynamics Diffusion Model for Online Social Networks -- 1 Introduction -- 2 Existing Diffusion Benchmarks -- 3 Proposed TODD Algorithmic Framework -- 4 Discussion -- 5 Conclusion -- References -- Spectral Graph Theory-Based Spatio-spectral Filters for Motor Imagery Brain-Computer Interface -- 1 Introduction -- 2 Proposed Approach: Graph Theory-Based Common Spatial Patterns (GBCSP) -- 3 Experimental Results -- 4 Conclusions -- References -- Discovering Mutated Motifs in DNA Sequences: A Comparative Analysis -- 1 Introduction -- 2 Problem Definition -- 3 Literature Survey -- 4 Algorithmic Analysis and Evaluation -- 4.1 Graph-Based Algorithm -- 4.2 Anchor-Based Clustering Algorithm -- 4.3 Speed-up Technique -- 4.4 Heuristic Algorithm Using Topic Models -- 4.5 Using Genetic Algorithm -- 4.6 MCES Algorithm for Large Dataset -- 5 Comparative Analysis -- 6 Conclusion -- References -- Classification of S& -- P 500 Stocks Based on Correlating Market Trends -- 1 Introduction -- 2 Related Work -- 3 Research Methodology -- 3.1 Dataset Collection and Preprocessing -- 3.2 Data Visualization -- 3.3 Classifier Modeling and Implementation -- 4 Results -- 5 Conclusion and Future Scope -- References.…”
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8
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications FICTA 2016, Volume 2 /
Published Springer Nature Singapore : Imprint: Springer, 2017.Table of Contents: “…Multi-objective IT Professionals' Utilization ProblemsUsing Fuzzy Goal Programming -- Chapter 21. …”
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9
International Conference on Applications and Techniques in Cyber Security and Intelligence ATCI 2018 Applications and Techniques in Cyber Security and Intelligence /
Published Springer International Publishing : Imprint: Springer, 2019.Table of Contents: “…Convolutional Neural Network Deep-Learning Models for Prediction of Shared Bicycle Demand -- Analysis of Feature Selection Techniques for Correlation-Based Network Anomaly Detection -- An RFID Path Authentication Protocol Based on Chebyshev Polynomials -- An Efficient Authentication Protocol for RFID-based Supply Chains -- Research on the Two Stage Full Life Cycle Management of Police Equipment -- Research on Audio and Video Transmission Strategy for Android -- Emojis Sentiment Analysis Based on Big Social Media Data -- A Transfer Learning Approach for Credit Scoring -- A Parallel Programming Model Research Based on Heterogeneous Multi-core Embedded Processor -- An Improved Apriori-Pro Algorithm -- An Improved Fuzzy Support Vector Machine Algorithm Based on Refactoring Class Center -- An Ensemble Data Stream Mining Algorithm for Class-imbalanced Applications -- A Gaussian-Based Trust Model for Nodes of Sensor Networks -- A Study of Face Recognition System's Testing and Evaluation Methods -- NetworkSecurity Problems and Solutions of Video Surveillance System -- Image Encryption Algorithms Based on Chaos Through Dual Scrambling of Dynamic Josephus Ring and Bit -- Statistical Analysis of Traffic-related Social Media Data of Multiple Cities in China -- Exploring Influential Factors in Recommending Algorithms for All Items and Niche Items -- A Distributed Approach of Accompany Vehicle Discovery -- Spatial Context for Correlation Filter Tracking -- The Automobile Recommendation Method Based on Sentiment Analysis of Online Comments -- An Adaptive Tracking Algorithm for Micro-Blog Topic based on Association Semantic Network -- Knowledge Extracting from Micro-Blog Topic -- Personal Relations Extraction from Microblog Text Based on Relations Trigger Words -- Recommendation Algorithm Based on Latent Semantic of Tags -- Ontology-supported Case-based Reasoning Approach for Double Scenario Model Construction in International Disaster Medical Relief Action -- Web Sanitization from Malicious Code InjectionAttacks -- Event Element Recognition Based on Improved K-means Algorithm -- A Comparative Method of Legal Documents Based on LDA -- Feature Selection Approach for Twitter Sentiment Analysis and Text classification Based on Chi-square and Naïve Bayes -- A Combined Approach of Long Term Spectral Flatness and Formant Based Voice Activity Detection -- Design and Development of Automatic Packaging Equipment for Boxed Drugs -- Development of Automatic Material Sorting Machine Based on PLC -- Intelligent Counter-terrorism Equipment Status and Development -- A Monitoring System of Ground-Air Interaction Multi-Sensory Fusion Plant Growth Condition -- RSCHE: A Virtual Grid Structure Based Routing Scheme with Cell-Header Group Exchanged for Wireless Sensor Network -- A Improved Person Reidentification Method by Selective Convolutional Descriptor Aggregation -- A Survey of Multi-object Video Tracking Algorithms -- An Overview of Image-based Person Re-identification -- Electrical Data Recovery with Weather Information via Collective Matrix Factorization -- Two-Phases Detection Scheme: Detecting Android Malware in Android Markets -- A Software Quality Testing Evaluation Method and its Power Grid Application -- An Index Display Software Evaluation Architecture for Power Grid Application on Big Data Platform -- A Unified Access Method of Heterogeneous Big Data in Power Grid Application -- Regional Power Grid dispatch and Control Integrated Backup System Based on Cloud Computing -- Detection of Anomaly in Firewall Rule-Sets -- Classification and Coding of Pipe Gallery BIM Model for Operation and Maintenance -- A UAV Operational Situation Similarity Measurement Method Based on Empirical Mode Decomposition -- Research on Parking Guidance Information System Based on "Internet Plus" -- Dynamic Multi-objective Optimization for Mixed Traffic Flow Based on Partial Least Squares Prediction Model -- Multi-objective Genetic Algorithm BasedPrefabricated Component Production Process Optimization Considering the Demand Fluctuations in the Construction Site -- Anomaly Detection in Time Series Data Based on Unthresholded Recurrence Plots -- A Two-stage Temporal Anomaly Detection Algorithm Based on Danger Theory -- A Data-driven Framework for Tunnel Infrastructure Maintenance -- A Heuristic for Legacy Information System Remodularization -- E-maintenance Platform Design for Public Infrastructure based on IFC and Semantic Web Technologies -- Building and Application of Shield Construction Big Data Analysis Platform -- A Professional Competence Measurement Approach Based on a Modified PageRank Algorithm -- Particle-Filter-based Prediction for Anomaly Detection -- Analysis on Building a Green Eco-smart City Based on Block Chain Technology -- 3D Indoor Network Model for Emergency Response of Multi-utility Tunnel -- Computer Data Integration Analysis of the Personal Credit Reporting System -- Digital Image Encryption Algorithm Based on Affine Cipher -- Research on the Evaluation Methods of the Guidance and Test on the Student Employment Based on the Computer Model -- Research on the Ideological and Political Assessment System Based on the Data Visualization -- Research on the Interaction Mechanism Between the Ideological and Political Education and the Computer Network Under the New Media Environment -- Research on the Key Technology of the Computer Graphics and Image Processing -- Research on the Security Management Information System Based on the Data Mining.…”
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10
Advanced Topics in Intelligent Information and Database Systems
Published Springer International Publishing : Imprint: Springer, 2017.Table of Contents: “…Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Different Classification Techniques for Customers' Behavior Analysis -- Classification of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classification Algorithm with Specific Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buffers -- Parametric Optimization of the Selected Classifiers in Binary Classification -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Influence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Effective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identification based on Leaf and Flower Images -- An Efficient Defect Classification Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an Empty Parking Space inTime -- Recent Advances in the Field of Foreground Detection: An Overview -- Tracking of Bone Reparation Process with Using of Periosteal Callus Extraction based on Fuzzy C-Means Algorithm -- Part IV: Data-Intensive Text Processing -- Automatic Post-Editing of Kazakh Sentences Machine Translated from English -- Complex Technology of Machine Translation Resources Extension for the Kazakh Language -- Enhancing Latent Semantic Analysis by Embedding Tagging Algorithm in Retrieving Malay Text Documents -- Exploiting Distance Graph and Hidden Topic Models for Multi-label Text Classification -- Financial Reports and Financial News - An Information Content Gap Analysis -- The Great National Photocorpus of 20th-Century Vietnamese. …”
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11
Proceedings of International Conference on ICT for Sustainable Development ICT4SD 2015 Volume 1 /
Published Springer Nature Singapore : Imprint: Springer, 2016.Table 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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12
Proceedings of the Second International Conference on Computer and Communication Technologies IC3T 2015, Volume 1 /
Published Springer India : Imprint: Springer, 2016.Table of Contents: “…A Comparative analysis of different Social Network Parameters Derived from Facebook Profiles -- Chapter 14. …”
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13
Computer and Network Security Essentials
Published Springer International Publishing : Imprint: Springer, 2018.Full-text access
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14
Computational Intelligence in Data Mining-Volume 2 Proceedings of the International Conference on CIDM, 5-6 December 2015 /
Published Springer India : Imprint: Springer, 2016.Table of Contents: “…Modified Firefly Algorithm (MFA) Based Vector Quantization for Image Compression -- Chapter 36. …”
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15
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications FICTA 2016, Volume 1 /
Published Springer Nature Singapore : Imprint: Springer, 2017.Table of Contents: “…Shortest Path Algorithms for Social Network Strengths -- Chapter 36. Improvised Symbol Table Structure -- Chapter 37. …”
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16
Proceedings of the International Conference on Soft Computing Systems ICSCS 2015, Volume 2 /
Published Springer India : Imprint: Springer, 2016.Table of Contents: “…A Hybrid Ant Colony Tabu Search Algorithm for Solving Task Assignment Problem in Heterogeneous Processors -- Chapter 2. …”
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17
Intelligent and Fuzzy Techniques : Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23 2020.
Published Springer International Publishing AG, 2020.Table of Contents: “…3 Determination of the Criteria -- 3.1 Economic Criteria (C1) -- 3.2 Quality Criteria (C2) -- 3.3 Social Criteria (C3) -- 3.4 Environmental Criteria (C4) -- 4 Spherical Fuzzy Analytic Hierarchy Process (SFAHP) -- 5 Prioritization of the Criteria -- 6 Conclusion -- References -- Estimation and Prediction -- Estimating Shopping Center Visitor Numbers Based on Various Environmental Indicators -- Abstract -- 1 Introduction -- 2 Background -- 3 Case Study -- 3.1 Data Sources -- 3.2 Data Models for Predictive Analysis -- 3.3 Data Models Evaluation -- 4 Discussion -- 5 Conclusion and Future Research -- References -- Predicting Customers' Next-to-Be Purchased Products -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Data Preprocessing -- 2.2 Predictive Features -- 3 Conclusion -- References -- Estimating Breathing Levels of Asthma Patients with Artificial Intelligence Methods -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Adaptive Neural Network Based Fuzzy Inference System (ANFIS) -- 2.2 Min-Max Normalization -- 2.3 Dataset Preparation -- 2.4 ANFIS Prediction Model -- 2.5 Artificial Neural Networks (ANN) -- 3 Results and Discussion -- 4 Conclusion -- References -- The Problem of Selection with the Fuzzy Axiomatic Design of MEMS Based Sensors in Industry 4.0 Predictive Maintenance Process -- Abstract -- 1 Introduction -- 2 Material and Method -- 2.1 Predictive Maintenance -- 3 MEMS - Micro Electro Mechanical Systems -- 4 Axiomatic Design -- 4.1 Introduction to Axiomatic Design Methodology -- 4.2 Axiomatic Design Method with Fuzzy Numbers -- 5 Application of Fuzzy Axiomatic Design on the MEMS -- 6 Conclusion and Future Work -- References -- Fuzzy Based Noise Removal, Age Group and Gender Prediction with CNN -- Abstract -- 1 Introduction -- 2 Face Recognition -- 3 Method -- 3.1 Fuzzy Logic -- 3.2 Convolutional Neural Network (CNN).…”
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