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Graph-Based Modelling in Engineering
Published 2017Table of Contents: “…Deptuła -- Graphic matrix formalization of logical decision trees in the optimization of machine systems, by A. Deptuła, M.A. Partyka -- The Class of Objects Graph Model as Dataware of Structural Synthesis System, by O.V. …”
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Deep Learning : Foundations and Concepts.
Published 2023Table of Contents: “…Multimodal Transformers -- 12.4.1 Vision transformers -- 12.4.2 Generative image transformers -- 12.4.3 Audio data -- 12.4.4 Text-to-speech -- 12.4.5 Vision and language transformers -- Exercises -- 13 Graph Neural Networks -- 13.1. Machine Learning on Graphs -- 13.1.1 Graph properties -- 13.1.2 Adjacency matrix -- 13.1.3 Permutation equivariance -- 13.2. …”
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Recent Developments in Machine Learning and Data Analytics IC3 2018 /
Published 2019Table of Contents: “…Chapter 1: MaNaDAC:An Effective Alert Correlation Method -- Chapter 2: WSD for Assamese Language -- Chapter 3: Fuzzy Clustering with Ensemble Classification techniques to improve the Customer Churn Prediction in Telecommunication Sector -- Chapter 4: Interval-valued complex fuzzy concept lattice and its granular decomposition -- Chapter 5: SBFP-growth: A Step to remove the bottleneck of FP-tree -- Chapter 6: Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling -- Chapter 7: A fast Algorithm for Automatic Segmentation of Pancreas Histological Images for Glucose Intolerance Identification -- Chapter 8: Aptitude Question Paper Generator and Answer Verification System -- Chapter 9: Elephant Herding Algorithm for Clustering -- Chapter 10: Affinity Maturation of Homophones in Word-Level Speech Recognition -- Chapter 11: Fusion based Underwater Image Enhancementby Weight Map Techniques -- Chapter 12: IoT Enabled Ubiquitous Healthcare Data Acquisition and Monitoring System for Personal and Medical usage Powered by Cloud Application: An Architectural Overview -- Chapter 13: Analysis and Prediction of City Scale Transportation System Using XGBOOST Technique -- Chapter 14: Sensor Selection and Data Fusion Approach for IoT Applications -- Chapter 15: An overview of Hadoop Mapreduce, Spark and Scala-ble Graph Processing Architecture -- Chapter 16: Analyzing Social Trend towards Girl Child in India: A Machine Intelligence based Approach.…”
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Advances in Reconfigurable Mechanisms and Robots II
Published 2016Table of Contents: “…Dai -- Mobility and Structure Re-configurability of Compliant Mechanisms, by Guangbo Hao -- Reconfigurable compliant unit modeling and compositions, by Liping Zhang, Xiaoyang Tong, Tian Ji and Guibing Pang -- Part II: Topology, Kinematics and Design of Reconfigurable Mechanisms -- Enumerating the Topological Configurations of the Reconfigurable Cube Mechanism with Eight Sub-Cubes, by Lin-Chi Wu and Chin-Hsing Kuo -- Topological Graph Descriptions and Structural Automatic Synthesis of Planar Multiple joint and geared-linkage Kinematic Chains, by Jinkui Chu and Yanhuo Zou -- Origami Carton Folding Analysis Using Flexible Panels, by Ferdinando Cannella, Mariapaola Dimperio, Carlo Canali, Nahian Rahman, Fei Chen, Daniele Catelani, Darwin G. …”
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Theory and Practice of Gearing and Transmissions In Honor of Professor Faydor L. Litvin /
Published 2016Table of Contents: “…Barmina -- Considerations on History of Mechanism and Machine Science with an IFToMM role for future developments, by M. …”
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Applied Physics, System Science and Computers II Proceedings of the 2nd International Conference on Applied Physics, System Science and Computers (APSAC2017), September 27-29, 2017...
Published 2019Table of Contents: “…Noticing of Volume Fraction Limiting -- Simulation of the Inflow to a Well Equipped with a Vertical Slot Filter -- Errors of Approximation with Polynomial Splines of the Fifth Order -- Classical Potential Barrier of Liquid Phase Radical Reactions and Its Simulation Based on the Experimental Kinetic and Thermochemical Data Using Fuzzy Neural Networks -- Type of Substance as a New Physical Quantity -- Spectroscopy of Colorants for Fine Art in Visual and Near Infrared Spectrum -- From Quantum Sensing to SWEME Interaction Modeling -- An Ultrasound Technique for the Characterization of the Acoustic Emission of Reinforced Concrete Beam -- Prediction of Airport Acoustical Noise by Deterministic Decomposition and Seasonal ARIMA Techniques -- Express Registration of Partial Discharges in Gas-insulated Switchgear -- Risk Factors for the Occurrence of Traumatic Vacuum Phenomenon After Chest Compression for Patients with Cardiac Arrest -- A System for Big Attributed Hierarchical Graph Visualization -- A System of Functional Programming for Supporting Cloud Supercomputing -- Security and Performance of a Textual Substitution Compression Method Applied to Images -- A Solution of the Mastermind Board Game in Scratch Suitable for Algorithmic Thinking Development -- The Development of KarelNXT Robot as a Simulation of xKarel Programming Language -- Development of Polytechnic Creativity of Primary School Pupils -- Distribution and Validation of Meteorological Data for the Air Traffic Management Systems -- HLA Simulation of Customer Flow in a Polyclinic -- Steganographic Principle for Transfer Hidden Pictures within Pictures -- Assets as Part of Tertiary Technical Education -- Using of the Tablets for Amplyopia Treatment -- Neural Interface: The potential of Using Cheap EEG Devices for Scientific Purposes -- Optimal Information Paths in Social Media: Personalized Consumption of Tweets -- Solving Sparse Matrices: a Comparative Analysis between FPGA and GPU -- Making a Shift from Believing to Knowing by the Help of RDF CFL Formal Representation -- Deformation Analysis in Image Sequences by Physics-Inspired Virtual Current Interaction -- Utilization of NFV in Cloud Data Center -- Autonomic Machine Learning for Intelligent Databases -- Recommender System for Post-editing of Machine Translation -- Neural Network methods for Image Segmentation -- An HPC-Data Center Case Study on the Power Consumption of Workload -- Identifying Problematic e-Courses Content Based on Students Behaviour -- Dyscalculia: A Behavioural Vision -- Enhancing the Development of Interaction between Authorities in Maritime Surveillance -- Electricity Peak Demand Classification with Machine Learning Techniques -- Theϵ-Complexity of Finite-Dimensional Continuous Maps -- Characterisation of the Vibration of an Ultrasonic Transducer for Guided Waves Applications -- Asymptotic Stability of Partial Difference Equations Systems with Singular Matrix -- Chaos and Stability of the Financial System -- A Simple Econophysics Model of the Stock Market as a Nonequilibrium Open System -- Mathematical Modeling and Simulation of Selected Multipulse Rectifiers, Used in "Conventional" Airplanes and Aircrafts Consistent with the Trend of "MEA/AEA" -- A Sufficient Asymptotic Stability Condition in Generalised Model Predictive Control to Avoid Input Saturation -- Minimization of Dynamic Loads in the Reciprocating Motion of the Executive Links of a Large Mass -- Harmonic Analysis in a Node Where Exist a Deformed Regime -- Human Upper Limb Motions Video Analysis Used for Rehabilitation Robotics -- Interactive Control System Proposal for High Switching Frequency Resonant Converters -- PWM Controlled Single-Phase Induction Motor Supplied from Single-Leg MxC -- Forward and Inverse Kinematics Using Transposition Method for Robotic Arm DOBOT -- Integral Assessment of Power Network Equipment Operational Risks: Special Aspects.…”
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Advances in Through-life Engineering Services
Published 2017Table of Contents: “…Civil Aerospace Gas Turbine Case Study -- The Knowledge Management Perspective -- Predictive Big Data Analytics and Cyber Physical Systems For TES Systems -- Development and Operation of Functional Products: Improving Knowledge on Availability Through Use of Monitoring and Service-Related Data -- Remodelling of Structured Product Data for Through-life Engineering Services -- Holistic Approach for Condition Monitoring in Industrial Product-Service Systems -- An Erlang-Coxian-Based method for Modelling Accelerated Life Testing Data -- Thermographic NDT for Through-life Inspection of High Value Components -- Engineering Support Systems for Industrial Machines and Plants -- Infrastructure/Train Borne Measurementsin Support of UK Railway System Performance: Gaining Insight Through Systematic Analysis and Modelling -- Warranty Impacts from No Fault Found (NFF) and an Impact Avoidance Benchmarking Tool -- Insights into the Maintenance Test Effectiveness -- Best Practices in the Cost Engineering of Through-Life Engineering Services in Life-Cycle Costing (LCC) and Design To Cost (DTC) -- Cost Model for Assessing Losses to Avionics Suppliers During Warranty Period -- Product-Service Systems Under Availability-Based Contracts: Maintenance Optimization and Concurrent System and Contract Design -- Application of Open source Hardware to the Development of Autonomous Maintenance Support Systems -- Design for Zero Maintenance -- Graph-Based Model for Context-Aware Maintenance Assistance with Augmented Reality and 3D Visualization -- Remotely Piloted Aerial Systems Support Considerations -- Preventive Maintenance Scheduling Optimization: A Review of Applications for Power Plants -- Beyond RAMS Design: Towards an Integral Asset and Process Approach -- On the Initial Spare Parts Assortment for Capital Assets: A Structured Approach Aiding Initial Spare Parts Assortment Decision-Making (SAISAD) -- The Design of Cost and Availability in Complex Engineering Systems -- Defence Support Services For The Royal Navy: The Context of Spares Contracts.…”
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Proceedings of the 7th International Conference on Kansei Engineering and Emotion Research 2018 KEER 2018, 19-22 March 2018, Kuching, Sarawak, Malaysia /
Published 2018Table of Contents: “…Visual Analytics of Happiness Index in Parallel Coordinate Graph -- Part 4: Kansei, Emotion and Design -- chapter 22. …”
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Advances in Service and Industrial Robotics Proceedings of the 26th International Conference on Robotics in Alpe-Adria-Danube Region, RAAD 2017 /
Published 2018Table of Contents: “…Scalera, Enrico Mazzon, Paolo Gallina, Alessandro Gasparetto -- Spring design for motor torque reduction in articulated mechanisms, by Paolo Boscariol, Giovanni Boschetti, Paolo Gallina, Chiara Passarini -- A robotic design for a MIM based technology, by Hermes Giberti, Luca Sbaglia -- Robust One-Shot Robot Programming by Demonstration using Entity-based Resources, by Eric Mathias Orendt, Michael Riedl, Dominik Henrich -- The "Robot Mechanics" course experience at Politecnico di Milano, by Hermes Giberti, Enrico Fiore -- Mechatronic Design and Prototype of a 4-DOFs Hot Wire CNC FoamCutting Machine, by Giorgio Figliolini, Rea Pierluigi, Carlo Cocomello -- Robotic grippers -- Development of a NEMS-Technology based Nano Gripper, by Andrea Veroli, Alessio Buzzin, Rocco Crescenzi, Fabrizio Frezza, Giampiero de Cesare, Vito D'Andrea, Francesco Mura, Matteo Verotti, Alden Dochshanov, Nicola Pio Belfiore -- A 3-Finger Robotic Gripper for Grasping Fabrics Based on Cams-Followers Mechanism, by Panagiotis Koustoumpardis, Sotiris Smyrnis, Nikos Aspragathos -- Experimental results for QuBu Gripper: a 3-Jaw electric gripper, by Luca Girolamo Butera, Giuseppe Quaglia -- Experimental evaluation and comparison of low-cost adaptive mechatronic grippers, by Giovanni Carabin, Ilaria Palomba, Dominik Matt, Renato Vidoni -- The experience at University of L'Aquila on shape memory alloys actuators, by Francesco Durante, Pierluigi Beomonte Zobel, Terenziano Raparelli -- Humanoids & cognitive systems.…”
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Proceedings of 2017 Chinese Intelligent Systems Conference Volume II /
Published 2018Table of Contents: “…Adaptive Tracking Control of A Single-link Flexible Robotic Manipulator System with Unmodeled Dynamics and Motion Constraint -- Spherical Panorama Stitching Based on Feature Matching and Optical Flow -- Research on Gait Recognition and Step Rate Detection Based on SVM and Auto-correlation Analysis -- A Robust Fast Type-2 Fuzzy Induction Control System -- Esophagus Tumor Segmentation Using Fully Convolutional Neural Network and Graph Cut.…”
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Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing Proceeding of the Fourteenth International Conference on Intelligent Information Hiding and Multi...
Published 2019Table of Contents: “…A Hybrid NSGA-II for Matching Biomedical Ontology -- Multi-attributes Graph Algorithm for Association Rules Mining over Energy Internet -- Real-time Electricity Pricing Trend Forecasting based on Multi-density Clustering and Sequence Pattern Mining -- A Method of Cancellation Interference in CCFD System -- The Design of RFID Localization System for Library Books -- Modification Algorithm to Node Localization Error for Wireless Sensor Networks -- Designing a Wearable Companion of Smartphone for Fitness and Healthcare -- Improving Latency and Reliability for Vehicle System under Fog Computing Networks -- Dual Image Reversible Data Hiding Based on Modified LSB Matching Method -- Customer Management and Marketing Strategy Development in the Internet of Things -- Privacy-Preserving Reversible Watermarking for Data Extraction Prevention Through Lexicographic Permutations.…”
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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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Proceedings of ELM-2015 Volume 1 Theory, Algorithms and Applications (I) /
Published 2016Table of Contents: “…Efficient Batch Parallel Online Sequential Extreme Learning Machine Algorithm Based on MapReduce -- Fixed-Point Evaluation of Extreme Learning Machine for Classification -- Multi-Layer Online Sequential Extreme Learning Machine for Image Classification -- ELM Meets Urban Computing: Ensemble Urban Data For Smart City Applications -- Local and Global Unsupervised Kernel Extreme Learning Machine and Its Application in Nonlinear Process Fault Detection -- Parallel Multi-Graph Classification Using Extreme Learning Machine and MapReduce -- Extreme Learning Machine for Large-Scale Graph Classification Based on MapReduce -- The Distance-based Representative Skyline Calculation using Unsupervised Extreme Learning Machines -- Multi-label Text Categorization Using L21-NormMinimization Extreme Learning Machine -- Cluster-based Outlier Detection Using Unsupervised Extreme Learning Machines -- Segmentation of the Left Ventriclein Cardiac MRI Using an ELM Model -- Channel Estimation Based on Extreme Learning Machine for High Speed Environments -- MIMO Modeling Based on Extreme Learning Machine -- Graph Classification based on Sparse Graph Feature Selection and Extreme Learning Machine -- Time Series Prediction Based on Online Sequential Improved Error Minimized Extreme Learning Machine -- Adaptive Input Shaping for Flexible Systems using an Extreme Learning Machine Algorithm Identification -- Kernel Based Semi-supervised Extreme Learning Machine and the Application in Traffic Congestion Evaluation -- Improvement of ELM Algorithm for Multi-Object Identification in Gesture Interaction -- SVM and ELM: Who Wins? …”
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Big Data Processing Using Spark in Cloud
Published 2019Table of Contents: “…Concepts of Big Data and Apache Spark -- Big Data Analysis in Cloud and Machine Learning -- Security Issues and Challenges related to Big Data -- Big Data Security Solutions in Cloud -- Data Science and Analytics -- Big Data Technologies -- Data Analysis with Casandra and Spark -- Spin up the Spark Cluster -- Learn Scala -- IO for Spark -- Processing with Spark -- Spark Data Frames and Spark SQL -- Machine Learning and Advanced Analytics -- Parallel Programming with Spark -- Distributed Graph Processing with Spark -- Real Time Processing with Spark -- Spark in Real World -- Case Studies. .…”
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Distance, Symmetry, and Topology in Carbon Nanomaterials
Published 2016Table of Contents: “…Mehranian) -- 18. Study of the Matching Interdiction Problem in some Molecular Graphs of Dendrimers (G. …”
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