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- A2IA (Conference) (1st : 2020 : Meknes, Morocco)
- Cham : Springer, [2021]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- A Study of Energy Reduction Strategies in Renewable Hybrid Grid.- Classification and Watermarking of Brain Tumor using Artificial and Convolutional Neural Networks.- A Proposal for a Deep Learning Model to Enhance Student Guidance and Reduce Dropout.- EduBot: An Unsupervised Domain-Specific Chatbot for Educational Institutions.- SQL Generation from Natural Language using Supervised Learning and Recurrent Neural Networks.- Toward Intelligent Solution to Identify Learner Attitude from Source Code.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Cham, Switzerland : Springer, [2021]
- Description
- Book — 1 online resource
- Summary
-
- A Fuzzy Ontology Based Approach To Support Product Eco-Design.-
- A Genetic-based SVM Approach for Quality Data Classification.- Towards a platform to implement an intelligent and predictive maintenance in the context of industry.- Towards a Prediction Analysis in an Industrial Context.- Methodology for Implementation of Industry . Technologies in Supply Chain for SMEs.- A Deep Reinforcement Learning DRL Decision Model For Heating Process Parameters Identification In Automotive Glass Manufacturing
- Analytic Hierarchy Process AHP for supply chain . risks management.- SmartDFRelevance: a Holonic Agent based System for Engineering Industrial Projects in Concurrent Engineering Context.- A Cyber-Physical Warehouse Management System Architecture in an.- Industry . context.- PLM and Smart technologies for product and supply chain design.- Production systems simulation considering Non-Productive Times and Human Factors.- Distributed and Embedded System to Control Traffic Collision Based on Artificial Intelligence.- The Emergence and Decision Support in Complex System with Fuzzy Logic Control.- Markov Decision Processes with Discounted Costs over a Finite Horizon: Action Elimination.- Robust adaptive fuzzy path tracking control of Differential Wheeled Mobile Robot.- Deep Learning approach for Automated Guided Vehicle System.- Path Planning Using Particle Swarm Optimization And Fuzzy Logic
- Prediction of Robot localization states using Hidden Markov Models.- A New Approach for Multi-Agent Reinforcement Learning.- Recommender System for Most Relevant k Pick-Up Points.- Feature Detection and Tracking for Visual Effects: Augmented Reality and Video Stabilization.- Spectral image recognition using artificial dynamic neural network in information resonance mode.- U-Net Based Model for Obfuscated Human Faces Reconstruction.- A Machine Learning Assistant for Choosing Operators and Tuning Their Parameters in Image Processing Tasks.- Convergence and parameters setting of continuous Hopfield neural networks applied to image restoration problem.- The Ibn Battouta Air Traffic Control Corpus with Real Life ADS-B and METAR data.- Weed Recognition System For Low-Land Rice Precision Farming Using Deep Learning Approach.- A Comparative Study Between Mixture and Stepwise Regression to Model The Parameters Of The Composting Process.- Deep Learning Based Sponge Gourd Diseases Recognition For Commercial Cultivation in Bangladesh.- Exploitation of vegetation indices and Random Forest for cartography of rosemary cover: application to Gourrama region, Morocco.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Chen, Zongyao.
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource (xiii, 95 pages) Digital: text file.PDF.
- Summary
-
- Introduction
- Monitoring of Weld Pool Surface with Active Vision
- Visual Sensing of 3D Weld Pool Geometry with Passive Vision Image
- Penetration prediction with machine learning models
- Penetration Control for Bead-on plate welding
- Penetration Detection of narrow U-groove welding
- Lack of fusion detection inside narrow U-groove
- Conclustions and recommendations.
(source: Nielsen Book Data)
- Wu, Guanglei.
- Singapore : Springer, [2021]
- Description
- Book — 1 online resource (xvii, 251 pages) Digital: text file.PDF.
- Summary
-
- Introduction
- Kinematic Geometry of the PnP Robots
- Differential Kinematics of the Robots
- Kinematic Performance Criteria
- Elastostatics and Stiffness
- Rigid Multibody Dynamics
- Robot Elastodynamics
- Design optimization of parallel PnP Robots.
(source: Nielsen Book Data)
- Cham, Switzerland : Springer, [2021]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Development of an Industry 4.0 demonstrator using Sequence Planner and ROS2.- ROS2 for ROS1 users.- Multi-Robot SLAM framework for ROS with Efficient Information Sharing.- Agile experimentation of robot swarms in large scale.- Lessons learned building a self-driving car on top of ROS.- Landing a UAV on a moving platform using a front facing camera.- Integrating the Functional Mock-up Interface with ROS and Gazebo.- An ARVA sensor simulator.- ROS Implementation for Untethered Microrobot Manipulation.- ClegS: A package to develop C-legged robots.- Video frames selection method for 3D Reconstruction depending on ROS-based monocular SLAM.- ROS Rescue: Fault Tolerance System for ROS.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
6. Safety for future transport and mobility [2021]
- Funktionale Sicherheit im Automobil. English
- Ross, Hans-Leo, author.
- Cham, Switzerland : Springer, [2021]
- Description
- Book — 1 online resource (424 pages)
- Summary
-
- Intro
- Preface
- Introduction
- Contents
- 1 Safety the Basis for Future Mobility
- 1.1 Safety is Much More Than Safety Engineering
- 1.2 Safety as a Social Right
- 1.3 Legal Basis for "Auto-Mobility"
- 1.3.1 The German Road Traffic Act (StVG)
- 1.3.2 Origin of the German Road Traffic Act
- 1.3.3 Adaptation of the Traffic Right for the Globalisation Trend
- 1.3.4 Activities in Germany for Future Mobility Solutions
- 1.3.5 Genevan and Viennese Convention
- 1.4 European Union (EU) and Legislation
- 1.4.1 EU Directives Related to Road Traffic
- 1.4.2 European Vehicle Class
- 1.4.3 EU Directive for Future Mobility
- 1.5 Licensing Act
- 1.6 US Road Traffic Regulations
- 1.7 UNECE
- 1.8 Legal View on Future Mobility
- 1.8.1 New Licensing Approach for Automated Vehicles
- 1.8.2 ITS Law
- 1.8.3 ETSI-European Telecommunications Standards Institute
- 1.8.4 OECD, Organisation for Economic Co-operation and Development
- 1.8.5 ETSC European Transport Safety Council
- 1.8.6 IT Security Act
- 1.9 Product Liability
- 1.10 Common Law and Civil Law
- 1.11 Legal Regulation in China
- 1.12 Insurance
- 2 Risk Management
- 2.1 Risk Management Cycle
- 2.1.1 Development of the Context
- 2.1.2 Identification of Risk
- 2.1.3 Assessment of the Risk in the Target Context
- 2.1.4 Development of a Strategy and Treatment of Potential Risk
- 2.1.5 Development and Defining of Activities and Their Objectives
- 2.1.6 Development of an Implementation and Realisation Strategy
- 2.1.7 Review and Evaluation of the Plan
- 2.2 Technical Risk
- 2.3 Risk in Road Traffic
- 2.3.1 Causes of Technical Risk
- 2.3.2 Control of Technical Risk
- 2.4 Standardisation of Safety for Road Vehicles
- 2.4.1 Risk and Integrity Definition from the IEC 61508
- 2.4.2 Risk According to ISO 26262
- 2.5 Critical Infrastructure
- 2.5.1 Organisation for Critical Infrastructure
- 2.5.2 Cloud Computing
- 2.5.3 Transport and Traffic and Critical Infrastructure
- 3 Automation in Mobility
- 3.1 Human Driving: a Closed-Loop Control System
- 3.2 Human Driving
- 3.2.1 Driver's HMI
- 3.2.2 Driver in the Loop
- 3.2.3 Human Driving Journey
- 3.3 Human Control Mechanism
- 3.4 Human Behaviour and Context
- 3.4.1 Observer of the Observer
- 3.4.2 Industry Automation
- 3.4.3 Multiple Contexts for Different Layers of Abstraction
- 3.5 Communication and Interfaces
- 3.6 Human Driver as a Control System
- 3.6.1 Human Communication
- 3.6.2 Human Perception
- 3.6.3 Technical Control System Comparison
- 3.6.4 Control System Architecture in Comparison with the Human Control System
- 3.7 Cyclic Data Processing Versus Distributed Event-Driven Data Processing
- 3.7.1 Distributed Control
- 3.7.2 Configuration of Human Control System
- 3.8 Cybernetics and Control
- 3.8.1 Digital Twin
- 3.8.2 Cybernetics About Behaviour and Control
- 3.8.3 Cybernetics and Sufficiently Perceiving the Environment
- Cham, Switzerland : Springer, [2020]
- Description
- Book — 1 online resource
- Summary
-
- 1. A Comprehensive Introduction to Photometric 3D-Reconstruction.-
- 2. Perspective Shape from Shading an Exposition on Recent Works with New Experiments.-
- 3. RGBD-Fusion: Depth Refinement for Diffuse and Specular Objects.-
- 4. Non-Rigid Structure from Motion and Shading.-
- 5. On the Well-Posedness of Uncalibrated Photometric Stereo Under General Lighting.-
- 6. Recent Progress in Shape from Polarization.-
- 7. Estimating Facial Aging using Light Scattering Photometry.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- IFIP WG5.7 International Conference on Advances in Production Management Systems (2020 : Novi Sad, Serbia)
- Cham, Switzerland : Springer, [2020]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Advanced Modelling, Simulation and Data Analytics in Production and Supply Networks.- A Robust Multi-Commodity Rebalancing Process in Humanitarian Logistics.- Towards a unified reliability-centered information logistics model for production assets.- Characterization of energy consumers in production systems with renewable on-site power generation.- A simulation model supporting the production optimization for high-precision machines assembly.- Agent-Based Modeling and Analysis of Dynamic Slab Yard Management in a Steel Factory.- A Simulation Analysis of Part Feeding to Assembly Stations with Vertical Robotic Storage and Retrieval.- Process Mining in Manufacturing: Goals, Techniques and Applications.- Bayesian Modelling for Product Testing and Release.- Advanced, Digital and Smart Manufacturing.- The Use of Organizational Innovation Concepts in Manufacturing Companies.- Systems Engineering Approach to Identify Requirements for Digital Twins Development.- Manufacturing Operations Management for Smart Manufacturing - A Case Study.- Industry 4.0 on demand: a value driven methodology to implement Industry 4.0.- Gamification of Operational Tasks in Manufacturing - A Literature Review.- Technology Adoption in the Industry 4.0 Era: Empirical Evidence from Manufacturing Companies.- Towards the definition of an Impact Level factor of SME features over Digital Transformation.- Industry 4
- .0: maturity of automotive companies in Brazil for the digitization of processes.- General readiness assessment of Industry 4
- .0: Evidence from Serbian manufacturing industry.- Digital and Virtual Quality Management Systems.- Assembly issue resolution system using machine learning in aero engine manufacturing.- Introduction to Material Feeding 4
- .0: strategic, tactical, and operational impact.- Cloud-Manufacturing.- Cycle Time Estimation Model for Hybrid Assembly Stations based on Digital Twin Concept.- Cyber-Physical Production Systems and Digital Twins.- Digital Shadows as an enabler for the internet of production.- The transformation towards smart(er) factories: integration requirements of the digital twin.- IIOT Interoperability.- Towards inter-operable enterprise systems - graph-based validation of a context-driven approach for message profiling.- Supply Chain Planning and Optimization.- Software-based Assistance System for Decision Support on Supply Chain Level.- Integration of triple sustainable management by considering multi-period supply chain for next-generation fuel.- Potential benefits of Reverse Blending in the fertilizer industry.- Effectiveness of Vendor Managed Inventory [VMI] in Explosive Inventory Management.- Value chain integration - a framework for assessment.- A dynamic hybrid Berth Allocation Problem with routing constraints in bulk ports.- Blockchain-based secured collaborative model for supply chain resource sharing and visibility.- Gripper types and components in robotic bin picking.- A stochastic model for a two-level disassembly lot-sizing problem under random lead time.- Digital and Smart Supply Chain Management.- ERP in Industry 4.0 Context.- Identifying the opportunities for enhancing the digital readiness level of the supply chain.- Intelligent Logistics Networks Management.- The Role of Last-Mile Delivery in the Future of E-commerce.- Production-storage and transport integratedplanning for a multi-site mining industry.- Artificial Intelligence and Blockchain Technologies in Logistics and DSN.- Evaluating a Blockchain-based supply chain purchasing process through simulation.- Questionnaire model for paraconsistent quality assessment of software developed in Sales Force.- Novel Production Planning & Control Approaches.- Supporting the Decision of the Order Processing Strategy by using Logistic Models: A Case Study.- Order acceptance and scheduling with a throughput diagram.- Machine Learning and Artificial Intelligence.- Machine Learning-Supported Planning of Lead Times in Job Shop Manufacturing.- Connected, Smart Factories of the Future.- Identifying Key Business Processes that Can Benefit from Industry 4.0 in the Gas Sector, The Public Gas Distribution Networks Case in Greece.- The impact of Industry 4.0 connectivity on the collaboration along Brazilian automotive supply chain.- Manufacturing Systems Engineering: Agile, Flexible, Reconfigurable.- Towards a reference model for configuration of reconfigurable manufacturing system (RMS).- Automatic Design of Dispatching Rules with Genetic Programming for Dynamic Job Shop Scheduling.- A Literature review on the Level of Automation and new approach proposal.- De-risking investments in industrial systems using Real Options Analysis: Case of chemical industry.- Data-driven Replenishment Method Choice in a Picking System.- Business Process Management for Manufacturing Execution System deployment: some lessons from a bearings manufacturer experience.- An Application of a DSML in Industry 4.0 Production Processes.- Towards an Industry-Applicable Design Methodology for Developing Reconfigurable Manufacturing.- Reconfigurable Manufacturing: Lesson Learnt from the COVID-19 Outbreak.- Digital Assistance Systems: Augmented Reality and Virtual Reality.- Virtual and Augmented reality as a digital support to HR systems in production management.- Application of Virtual Reality Technologies for Achieving Energy Efficient Manufacturing: Literature Analysis and Findings.- Smart Products in Smart Manufacturing Systems: An Opportunity to Utilize AR?.- Evaluation of Augmented Reality in Industry.- Circular Products Design and Engineering.- Finding and Capturing Value in e-Waste for Refrigerators Manufacturers and Recyclers.- Circular, Green, Sustainable Manufacturing.- Sustainable Business Model Innovation in Furniture Supply Chain: A Case Study.- A basic study on scheduling method for electric power saving of production machine.- Sustainability in fabric chains and garments for a circular economy.- Planning environments of hospital laboratories: An exploratory study.- Knowledge and practices towards sustainability and circular economy transitions: A Norwegian manufacturing perspective.- A methodology to integrate sustainability evaluations into vendor rating.- Environmental and Social Lifecycle Assessments.- Travel-Times Analysis and Passenger Transport Disutilities in Congested American Cities: Los Angeles, New York, Atlanta, Austin, and Chicago.- Socio-Cultural Aspects in Production Systems.- The interdependencies of Quality Management, Knowledge Management and Innovation Performance. A literature review.- Insights from a top-down lean subprogram deployment in a corporate group: The use of deployment tactics.- Tools for Evaluating Human Factor Aspects in Production and Logistics System.- Economy and its symbiosis with Circularity.- Data-driven Manufacturing and Services Operations Management.- First Steps to the Digital Shadow of Maintenance Services' Value Contribution.- Reshoring of service operations: evidence from a Delphi study.- Digital and physical testbed for production logistics operations.- Principles and Research Agenda for Sustainable, Data-Driven Food Production Planning and Control.- Product-Service Systems in DSN.- Agile guideline for development of smart services in manufacturing enterprises with support of artificial intelligence.- Collaborative Design and Engineering.- Framework for identifying gripper requirements for collaborative applications in manufacturing.- A novel value driven co-creation framework.- Autonomous mobile robots in hospital logistics.- Interorganizational learning in manufacturing industry.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- IFIP WG5.7 International Conference on Advances in Production Management Systems (2020 : Novi Sad, Serbia)
- Cham, Switzerland : Springer, [2020]
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- The Operator 4
- .0: New Physical and Cognitive Evolutionary Paths.- Facilitating Operator Participation in Continuous Improvement: An Investigation of Organizational Factors.- Improving the Safety of Using Didactic Setups by Augmented Reality.- Production Management as-a-Service: A Softbot Approach.- Knowledge Strategies for Organisation 4.0.- Challenges for the Operator 3.0 Addressed Through the Enabling Technologies of the Operator 4.0.- Agent- and Skill-based Process Interoperability for Socio-Technical Production Systems-of-Systems.- Digital Transformation Approaches in Production Management.- Challenges in Data Life Cycle Management for Sustainable Cyber-Physical Production Systems.- Explainable AI in Manufacturing: A Predictive Maintenance Case Study.- Retrofit Concept for Textile Production.- Organizational enablers for digitalization in manufacturing industry.- Concept of PLM application integration with VR and AR techniques.- The big potential of Big Data in manufacturing: evidence from emerging economies.- A conceptual model for deploying digitalization in SMEs through capability building.- The Potential of Game Development Platforms for Digital Twins and Virtual Labs: Case Study of an Energy.- The Application of ICT Software Solutions in Manufacturing Sector in Serbia.- Achieving Business Model Innovation with the Personalized Product Business Model Radar Template.- Integrating electronic components into 3D printed parts to develop a digital manufacturing approach.- Digital transformation and its potential effects on future management: Insights from an ETO context.- Applying contextualization for data-driven transformation in manufacturing.- Digital Transformation for more Sustainable Supply Chains.- Smart contract-based blockchain solution to reduce supply chain risks.- Towards sustainability: The manufacturers' perspective.- Data-Driven Applications in Smart Manufacturing and Logistics Systems.- Smart Factory Competitiveness based on real time Monitoring and Quality predictive model applied to multi-stages Production lines.- A New Application of Coordination Contracts for Supplier Selection in a Cloud Environment.- Workforce Assignment with a Different Skill Level for Automotive Parts Assembly Lines.- A framework of data-driven dynamic optimisation for smart production logistics.- Decentralized Industrial IoT Data Management Based on Blockchain and IPFS.- Integrated Platform and Digital Twin Application for Global Automotive Part Suppliers.- Analyzing the Characteristics of Digital Twin and Discrete Event Simulation in Cyber Physical Systems.- Streaming Analytics in Edge-Cloud Environment for Logistics Processes.- An Improvement in Master Surgical Scheduling using Artificial Neural Network and Fuzzy Programming.- SKOS Tool: A Tool for Creating Knowledge Graphs to Support Semantic Text Classification.- Data-Driven Services: Characteristics, Trends and Applications.- The successful commercialization of a digital twin in an industrial product service system.- Using Service Dominant logic to assess the value co-creation of Smart Services.- Engineering of data-driven Service Systems for Smart Living: Application and Challenges.- The role of service business models in the manufacturing of transition economies.- System architecture analysis with network index in MBSE approach -Application to smart interactive service with digital health modeling.- The Data-Driven Product-Service Systems Design and Delivery (4DPSS) methodology.- Data-driven maintenance delivery framework: test in an Italian company.- Towards a Comparative Data Value Assessment Framework for Smart Product Service Systems.- Impact of platform openness on ecosystems and value streams in Platform-based PSS exemplified using RAMI 4.0.- Industry 4.0 data-related technologies and servitization: a systematic literature review.- A framework to support value co-creation in PSS development.- The Future of Lean Thinking and Practice.- Utilizing Lean Thinking as a Means to Digital Transformation in Service Organizations.- On the Need of Functional Priority and Failure Risk Assessment to Optimize Human Resource Allocation in Public Service Organizations.- Assessing the Value of Process Improvement Suggestions.- On the Necessity for Identifying Waste in Knowledge Work Dominated Projects: A Case Study from Oil and Gas-Related Product Development Projects.- Lean Thinking: from the shop floor to an organizational culture.- Digital Lean Manufacturing and its Emerging Practices.- A Learning Roadmap for Digital Lean Manufacturing.- Investigating the Challenges and Opportunities for Production Planning and Control in Digital Lean Manufacturing.- New Forms of Gemba Walks and their Digital Tools in the Digital Lean Manufacturing World.- New Reconfigurable, Flexible or Agile Production Systems in the Era of Industry 4.0.- A computational method for identifying the optimum buffer size in the era of Zero Defect Manufacturing.- A Bi-objective Scheduling Model for Additive Manufacturing with Multiple Materials and Sequence-dependent Setup Time.- Dynamic Distributed Job-Shop Scheduling Problem Consisting of Reconfigurable Machine Tools.- Towards a Non-Disruptive System for Dynamic Orchestration of the Shop Floor.- Assembly process design: performance evaluation under ergonomics consideration using several robot collaboration modes.- A Method of Distributed Production Management for Highly-Distributed Flexible Job Shops.- A Digital Twin modular framework for Reconfigurable Manufacturing Systems.- Reconfigurable Digitalized and Servitized Production Systems: Requirements and Challenges.- The impact of dynamic tasks assignment in paced mixed-model assembly line with moving workers.- Balancing and configuration planning of RMS to minimize energy cost.- Operations Management in Engineer-to-Order Manufacturing.- Factors affecting shipyard operations and logistics: A framework and comparison of shipbuilding approaches.- Using the Smartphone as an Augmented Reality Device in ETO Industry.- Exploring the Path Towards Construction 4
- .0: Collaborative Networks & Enterprise Architecture Views.- The Potential for Purchasing function to Enhance Circular Economy Business Models for ETO production.- Planning procurement activities in ETO projects.- Maturity model for successful cost transformation in ETO companies.- Backlog Oriented Bottleneck Management - Practical Guide for Production Managers.- Cross-functional coordination before and after the CODP: an empirical study in the machinery industry.- Production Management in Food Supply Chains.- Food Bank: A Proposal for Short Agri-Food Chains.- The New Frontiers in World Soybean Production: An Analysis of Savanna in Piaui, Brazil.- Prediction of cold chain transport conditions using data mining.- Environmental impact classification of perishable on-road transport using data mining.- Economic and Environmental Perfomance in Coffee Supply Chains: A Brazilian Case Study.- Managing Perishable Multi-Product Inventory with Supplier Fill-Rate, Price Reduction and Substitution.- Digital Technology Enablers for Resilient and Customer Driven Food Value Chains.- Gastronomic Service System Design.- Human-Robot Hybrid Service System Introduction for Enhancing Labor and Robot Productivity.- Forecasting Customers Visiting using Machine Learning and Characteristics Analysis with Low Forecasting Accuracy Days.- A study on menu planning method for managed meal -Consideration of the cost of ordering ingredients.- Service system design considering employee satisfaction.- Product and Asset Life Cycle Management in the Circular Economy.- Exploring synergies between Circular Economy and Asset Management.- Information flows supporting Circular Economy adoption in the manufacturing sector.- A conceptual model of the IT ecosystem for Asset Management in the global manufacturing context.- Production Ramp-up Strategies for Product.- Part Selection for Freeform Injection Molding: framework for development of a unique methodology.- A Model for Cost-Benefit Analysis of Production Ramp-up Strategies.- Key factors on utilizing the production system design phase for increasing operational performance.- Business Model Development for a Dynamic Production Network Platform.- Changeable Closed-Loop Manufacturing Systems: A Case Study of Challenges in Product Take-Back.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ANNPR (Workshop) (9th : 2020 : Online)
- Cham, Switzerland : Springer, 2020.
- Description
- Book — 1 online resource
- Summary
-
- Deep Learning Methods for Image Guidance in Radiation Therapy Intentional Image Similarity Search.- Sttructured (De)composable Representations Trained with Neural Networks.- Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling.- Improving Accuracy and Efficiency of Object Detection Algorithms using Multiscale Feature Aggregation Plugins.- Abstract Echo State Networks.- Minimal Complexity Support Vector Machines.- Named Entity Disambiguation at Scale.- Geometric Attention for Prediction of Differential Properties in 3D Point Clouds.- How (Not) to Measure Bias in Face Recognition Networks.-Feature Extraction: A Time Window Analysis based on the X-ITE Pain Database.- Pain Intensity Recognition - An Analysis of Short-Time Sequences in a Real-World Scenario.- A deep learning approach for efficient registration of dual view mammography.- Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology.- Applications of Generative Adversarial Networks to Dermatologic Imaging.- Typing Plasmids with Distributed Sequence Representation.- KP-YOLO: a modification of YOLO algorithm for the keypoint-based detection of QR Codes.- Using Mask R-CNN for Image-Based Wear Classification of Solid Carbide Milling and Drilling Tools.- A Hybrid Deep Learning Approach For Forecasting Air Temperature.- Using CNNs to optimize numerical simulations in geotechnical engineering.- Going for 2D or 3D? Investigating various Machine Learning Approaches for Peach Variety Identification.- A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture.- ML-Based Trading Models: An investigation during COVID-19 pandemic crisis.- iNNvestigate-GUI - Explaining Neural Networks Through an Interactive Visualization Tool.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- Matthews, Peter.
- [United States] : Apress, 2020.
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Part 1: Preparing for the Future of Work
- Chapter 1: Will Robots Replace You?
- Chapter 2: Technology Definitions
- Part 2: Robots are Working
- Chapter 3: Robotic Process Automation
- Chapter 4: Robots in Teams
- Chapter 5: Robots Without Arms
- Part 3: Making Sense for Robots and Society
- Chapter 6: Robots in a World of Data
- Chapter 7: Robots in Society
- Chapter 8: Work in the Future.
(source: Nielsen Book Data)
- CONVERSATIONS (Workshop) (3rd : 2019 : Amsterdam, Netherlands)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xii, 273 pages) : illustrations (some color)
- Summary
-
- Conversational Agents in Healthcare: Using QCA to Explain Patients Resistance to Chatbots for Medication
- An Approach for Ex-Post-Facto Analysis of Knowledge Graph-Driven Chatbots
- the DBpedia Chatbot
- Privacy Concerns in Chatbot Interactions
- Creating Humanlike Chatbots: What Chatbot Developers Could Learn from Webcare Employees in Adopting a Conversational Human Voice
- The Conversational Agent "Emoty" Perceived by People with Neurodevelopmental Disorders: Is It a Human or a Machine
- Gender Bias in Chatbot Design
- Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web
- Designing Chatbots for Guiding Online Peer Support Conversations for Adults with ADHD
- Towards Chatbots to Support Bibliotherapy Preparation and Delivery
- CivicBots
- Chatbots for Supporting Youth in Societal Participation
- Using Theory of Mind to Assess Users Sense of Agency in Social Chatbots
- Exploring Age Differences in Motivations for and Acceptance of Chatbot Communication in a Customer Service Context
- Improving Conversations: Lessons Learnt from Manual Analysis of Chatbot Dialogues
- Conversational Repair in Chatbots for Customer Service: The Effect of Expressing Uncertainty and Suggesting Alternatives
- Working Together with Conversational Agents: The Relationship of Perceived Cooperation with Service Performance Evaluation
- Chatbots for the Information Acquisition at Universities
- A Students View on the Application Area
- A Configurable Agent to Advance Peers Productive Dialogue in MOOCs
- Small Talk Conversations and the Long-Term Use of Chatbots in Educational Settings
- Experiences from a Field Study.
- ICCVG (Conference) (2020 : Warsaw, Poland)
- Cham, Switzerland : Springer, [2020]
- Description
- Book — 1 online resource
- Summary
-
- Facial Age Estimation Using Compact Facial Features.- A Vision Based Hardware-Software Real-Time Control System for the Autonomous Landing of an UAV.- Exploration of Ear Biometrics with Deep Learning.- Does Randomness in the Random Visual Cryptography Protocol Depend on the Period of Pseudorandom Number Generators.- Software for CT-Image Analysis to Assist the Choice of Mechanical-Ventilation Settings in Acute Respiratory Distress Syndrome.- Edge-Aware Color Image Manipulation by Combination of Low-pass Linear Filter and Morphological Processing of its Residuals.- On the Effect of DCE MRI Slice Thickness and Noise on Estimated Pharmacokinetic Biomarkers a Simulation Study.- A New Sport Teams Logo Dataset for Detection Tasks.- Scene Recognition Using AlexNet to Recognize Significant Events within Cricket Game Footage.- Biologically Inspired Modelling of Flowers.- Tuberculosis Abnormality Detection in Chest X-Rays: A Deep Learning Approach.- Dynamic Local Ternary Patterns for Gender Identification using Facial Components.- Depth Perception Tendencies in the 3-D Environment of Virtual Reality.- Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking.- Nuclei Detection with Local Threshold Processing in DAB&H Stained Breast Cancer Biopsy Images.- Video Footage Highlight Detection in Formula 1 Through Vehicle Recognition with Faster R-CNN Trained On Game Footage.- Performance Evaluation of Selected Detector-Descriptor Combinations.- Watermarking Method for Video Authentication with Tamper Localization.- RGB-D and Lidar Calibration Supported by GPU.- Video-Surveillance Tools for Monitoring Social Responsibility Under Covid-19 Restrictions.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- IAPR International Workshop on Document Analysis Systems (14th : 2020 : Online)
- Cham, Switzerland : Springer, 2020.
- Description
- Book — 1 online resource
- Summary
-
- Character and text recognition.- Document image processing.- Segmentation and layout analysis.- Word embedding and spotting.- Text detection.- Font design and classification.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- International Conference on Embedded Systems and Artifical Intelligence (1st : 2019 : Fez, Morocco)
- Singapore : Springer, 2020.
- Description
- Book — 1 online resource (879 pages)
- Summary
-
- Real time Implementation of Articial Neural Network in FPGA Platform.- Design of a 0,18um CMOS Inductor - based Bandpass Microwave Active Filter.- Improvement of the Authentication on in-Vehicle Controller Area Networks.- Comparative Evaluation of Speech Recognition systems Based on Different Toolkits.- Stability Analysis and H Performance for Nonlinear Fuzzy Networked Control Systems with Time-Varying Delay.- Driver Behavior assistance in Road Intersections.- Performance of CE-OFDM System over AWGN and Frequency-Selective Channels.- Towards a Dynamical Adaptive Finite Volume Core for Urban Flow Simulations.- An Efficiency Study of Adaptive Median Filtering for Image Denoising, Based on A Hardware Implementation.- Processing Time and Computing Resources Optimization in a Mobile Edge Computing Node.- Viscous Dissipation and Heat Source/Sink Effects on Convection Heat Transfer in a Saturated Porous Medium.- Fast and Efficient Decoding Algorithm Developed From Concatenation between A Symbol-By-Symbol Decoder and A Decoder Based On Syndrome Computing and Hash Techniques.- SWIMAC: An Ultra-Low Power Consumption MAC Protocol for IR-UWB based WSN.- An Optimal Design of a Short-Channel RF Low Noise Amplifier Using a Swarm Intelligence Techniques.
- (source: Nielsen Book Data)
- 4 Conclusion
- References
- Design of a 0.18 μm CMOS Inductor-Based Bandpass Microwave Active Filter
- 1 Introduction
- 2 Synthesis of a Grounded CMOS Active Inductor
- 3 Procedure of Designing Chebyshev Microwave Bandpass Filters
- 4 Example of a Third-Order Chebyshev Bandpass Filter
- 5 Conclusion
- References
- Improvement of the Authentication on In-Vehicle Controller Area Networks
- 1 Introduction
- 2 Development of an Authentication Method
- 2.1 Principles
- 2.2 Current Technique
- 2.3 Proposed Improvements
- 3 Hash Algorithm
- 4 Conclusion
- References
(source: Nielsen Book Data)
- International Conference on Futuristic Trends in Network and Communication Technologies (2nd : 2019 : Chandigarh, India)
- Singapore : Springer, 2020.
- Description
- Book — 1 online resource (xv, 710 pages) : illustrations (some color)
- Summary
-
- Network and Computing Technologies
- Wireless Networks and Internet of Things (IoT)
- Futuristic Computing Technologies
- Communication Technologies, Security and Privacy.
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (464 pages)
- Summary
-
- 1. Introduction.-
- 2. Machine Learning Methods for Spatial and Temporal Parameter Estimation.-
- 3. Deep Learning for Hyperspectral Image Analysis, Part I: Theory and Algorithms.-
- 4. Deep Learning for Hyperspectral Image Analysis, Part II: Applications to Remote Sensing and Biomedicine.-
- 5. Advances in Deep Learning for Hyperspectral Image Analysis - Addressing Challenges Arising in Practical Imaging Scenarios.-
- 6. Addressing the Inevitable Imprecision: Multiple Instance Learning for Hyperspectral Image Analysis.-
- 7. Supervised, Semi Supervised and Unsupervised Learning for Hyperspectral Regression.-
- 8. Sparsity-based Methods for Classification.-
- 9. Multiple Kernel Learning for Hyperspectral Image Classification.-
- 10. Low Dimensional Manifold Model in Hyperspectral Image Reconstruction.-
- 11. Deep Sprase Band Selection for Hyperspectral Face Recognition.-
- 12. Detection of Large-Scale and Anomalous Changes.-
- 13. Recent Advances in Hyperspectral Unmixing Using Sparse Techniques and Deep Learning.-
- 14. Chapter Hyperspectral-Multispectral Image Fusion Enhancement Based on Deep Learning.-
- 15. Automatic Target Detection for Sparse Hyperspectral Images.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
- ICIAR (Conference) (17th : 2020 : Online)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource (xx, 431 pages) : illustrations (some color)
- Summary
-
- Machine Learning
- Medical Image and Analysis
- Analysis of Histopathology Images
- Diagnosis and Screening of Ophthalmic Diseases
- Grand Challenge on Automatic Lung Cancer Patient Management.
- Shi, Yuanming.
- Singapore : Springer, 2020.
- Description
- Book — 1 online resource (164 pages)
- Summary
-
- Chapter 1. Introduction.-
- Chapter 2. Sparse Linear Model.-
- Chapter 3. Blind Demixing.-
- Chapter 4. Sparse Blind Demixing.-
- Chapter 5. Shuffled Linear Regression.-
- Chapter 6. Learning Augmented Methods.-
- Chapter 7. Conclusions and Discussions.-
- Chapter 8. Appendix. .
- (source: Nielsen Book Data)
- 4.5.1 Optimization on Product Manifolds
- 4.5.2 Smoothed Riemannian Optimization
- 4.5.3 Simulation Results
- 4.6 Summary
- References
- 5 Shuffled Linear Regression
- 5.1 Joint Data Decoding and Device Identification
- 5.2 Problem Formulation
- 5.3 Maximum Likelihood Estimation Based Approaches
- 5.3.1 Sorting Based Algorithms
- 5.3.2 Approximation Algorithm
- 5.4 Algebraic-Geometric Approach
- 5.4.1 Eliminating Π via Symmetric Polynomials
- 5.4.2 Theoretical Analysis
- 5.4.2.1 Exact Data
- 5.4.2.2 Corrupted Data
- 5.4.3 Algebraically Initialized Expectation-Maximization
(source: Nielsen Book Data)
- Mexican Conference on Pattern Recognition (12th : 2020 : Online)
- Cham : Springer, 2020.
- Description
- Book — 1 online resource Digital: text file.PDF.
- Summary
-
- Pattern Recognition Techniques.- Image Processing and Analysis.- Computer Vision.- Industrial and Medical Applications of Pattern Recognition.- Natural Language Processing and Recognition.- Artificial Intelligence Techniques and Recognition.
- (source: Nielsen Book Data)
(source: Nielsen Book Data)
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