Search Results - graph machine

Advances in Neural Computation, Machine Learning, and Cognitive Research II Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Ru...

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Graph-Based Modelling in Engineering

Table 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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Foundations of Computer Vision Computational Geometry, Visual Image Structures and Object Shape Detection / by Peters, James F.

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Advances in Physarum Machines Sensing and Computing with Slime Mould /

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Bond Graphs for Modelling, Control and Fault Diagnosis of Engineering Systems

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

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Deep Learning : Foundations and Concepts. by Bishop, Christopher M.

Table 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 /

Table 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

Table 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 /

Table 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...

Table 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

Table 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 /

Table 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 /

Table 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 ELM-2015 Volume 1 Theory, Algorithms and Applications (I) /

Table 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

Table 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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Prototyping of Concurrent Control Systems Implemented in FPGA Devices by Wiśniewski, Remigiusz

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Handbook of Signal Processing Systems

Table of Contents: “…1 Signal Processing Methods for Light Field Displays. 2 Inertial Sensors and Their Applications -- 3 Finding It Now: Construction and Configuration of Networked Classifiers in Real-Time Stream Mining Systems -- 4 Deep Neural Networks: A Signal Processing Perspective -- 5 High Dynamic Range Video Cooling -- 6 Signal Processing for Control -- 7 MPEG Reconfigurable Video Coding -- 8 Signal Processing for Wireless Transceivers -- 9 Signal Processing for Radio Astronomy -- 10 Distributed Smart Cameras and Distributed Computer Vision -- 11 Arithmetic -- 12 Coarse Grained Reconfigurable Array Architectures -- 13 High Performance Stream Processing on FPGA -- 14 Application-specific Accelerators for Communications -- 15 System-on-chip Architectures for Data Analytics -- 16 Architectures for Stereo Vision -- 17 Hardware Architectures for the Fast Fourier Transform -- 18 Programmable Architectures for Histogram of Oriented Gradients Processing -- 19 Methods and Tools for Mapping Process Networks onto Multi-Processor Systems-on-chip -- 20 Intermediate Representations for Simulation and Implementation -- 21 Throughput Analysis of Dataflow Graphs -- 22 Dataflow Modeling for Reconfigurable Signal Processing Systems -- 23 Integrated Modeling Using Finite State Machines and Dataflow Graphs -- 24 Kahn Process Networks and a Reactive Extension -- 25 Decidable Signal Processing Dataflow Graphs -- 26 Systolic Arrays -- 27 Compiling for VLIW DSPs -- 28 Software Compilation Techniques for Heterogeneous Embedded Multi-Core Systems -- 29 Analysis of Finite Word-Length Effects in Fixed-Point Systems -- 30 Models of Architecture for DSP Systems -- 31 Optimization of Number Representations -- 32 Dynamic Dataflow Graphs.…”
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Introduction to Morphogenetic Computing by Resconi, Germano, Xu, Xiaolin, Xu, Guanglin

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Big Data Analysis: New Algorithms for a New Society

Table of Contents: “…A Machine Learning Perspective on Big Data Analysis -- An Insight on Big Data Analytics -- Toward Problem Solving Support based on Big Data and Domain Knowledge: Interactive Granular Computing and Adaptive Judgment -- An overview of Conceptdrift Applications.- Analysis of Text-Enriched Heterogeneous Information Networks.- Implementing Big Data Analytics Projects in Business -- Data mining in Business: Current Advances and Future Challenges -- Industrial-Scale Ad Hoc Risk Analytics Using MapReduce -- Big Data and the Internet of Things -- Social Network Analysis in Streaming Call Graphs.- Scalable Cloud-Based Data Analysis Software Systems for Big Data From Next Generation Sequencing -- Discovering Networks of Interdependent Features in High-Dimensional Problems -- Final Remarks on Big Data Analysis and its Impact on Society and Science.…”
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