Search Results - "\"(((\\"hess OR \"loss) layers training .\\") OR ((\\"hess OR \"loss) layer training .\\"))\""

Narrative inquirers in the midst of meaning-making interpretive acts of teacher educators /

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Free Space Optical Communication by Kaushal, Hemani, Jain, V.K, Kar, Subrat

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Deep Learning with TensorFlow and Keras - 3rd Edition : Build and Deploy Supervised, Unsupervised, Deep, and Reinforcement Learning Models. by Kapoor, Amita

Table of Contents: “…-- Introduction to neural networks -- Perceptron -- Our first example of TensorFlow code -- Multi-layer perceptron: our first example of a network -- Problems in training the perceptron and solution -- Activation function: sigmoid -- Activation function: tanh -- Activation function: ReLU -- Two additional activation functions: ELU and Leaky ReLU -- Activation functions -- In short: what are neural networks after all? …”
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Deep Learning with Python, Second Edition. by Chollet, Francois

Table of Contents: “…-- 3.3 Keras and TensorFlow: A brief history -- 3.4 Setting up a deep learning workspace -- 3.4.1 Jupyter notebooks: The preferred way to run deep learning experiments -- 3.4.2 Using Colaboratory -- 3.5 First steps with TensorFlow -- 3.5.1 Constant tensors and variables -- 3.5.2 Tensor operations: Doing math in TensorFlow -- 3.5.3 A second look at the GradientTape API -- 3.5.4 An end-to-end example: A linear classifier in pure TensorFlow -- 3.6 Anatomy of a neural network: Understanding core Keras APIs -- 3.6.1 Layers: The building blocks of deep learning -- 3.6.2 From layers to models -- 3.6.3 The "compile" step: Configuring the learning process -- 3.6.4 Picking a loss function -- 3.6.5 Understanding the fit() method -- 3.6.6 Monitoring loss and metrics on validation data -- 3.6.7 Inference: Using a model after training -- Summary -- 4 Getting started with neural networks: Classification and regression -- 4.1 Classifying movie reviews: A binary classification example -- 4.1.1 The IMDB dataset -- 4.1.2 Preparing the data -- 4.1.3 Building your model -- 4.1.4 Validating your approach.…”
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Evolutionary Algorithms and Neural Networks Theory and Applications / by Mirjalili, Seyedali

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Surface treatments for biological, chemical and physical applications /

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Advances in Thin Films, Nanostructured Materials, and Coatings Selected Papers from the 2018 International Conference on "Nanomaterials: Applications & Properties" /

Table of Contents: “…Thin Film Deposition by Plasma Beam of a Vacuum Arc with Refractory Anodes -- Multilayer Design of CrN/MoN Superhard Protective Coatings and Their Characterisation -- Structure and Properties of Combined Multilayer Coatings Based on Alternative Triple Nitride and Binary Metallic Layers -- DSC Investigations of the Effect of Annealing Temperature on the Phase Transformation Behaviour -- Microstructure and Mechanical Properties of Multilayered α­AlN/α-BCN -- Mass Transfer Model of Sputtering from Rod-Like Targets for Synthesis of Multielement Nanocoatings -- Self-Organized Growth by Sputtering and Other PVD Techniques -- On the Possibility of Training Demonstration of the Giant Magnetoresistance Effect in Higher School -- Multifractal analysis of the surfaces of protective (TiAlSiY)N, Me1-xN/CrN and Me1-xN/ZrN coatings.…”
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Research into Design for a Connected World Proceedings of ICoRD 2019 Volume 2 /

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Dynamics and Control of Advanced Structures and Machines

Table of Contents: “…Free and forced vibrations of fuzzy structures -- Resonance of a series of train cars traveling over multi-span continuous -- Stability and supercritical deformation of a circular ring with intrinsic curvature -- Estimation of mechanical properties of micro-lattice panel with irregular cells -- Overview reading and comparing the seismic proof capability of displacement dependent semi-active hydraulic damper and accumulated semi-active hydraulic damper -- On necessary and sufficient conditions for eigenstrain-type control of stresses in the dynamics of force-loaded elastic bodies -- Variational principles for different representations of Lagrangian and Hamiltonian systems -- Hardware-in-the-loop testing of high-speed pantographs using real-time catenary emulation -- Swelling-induced bending of hydrogel bistrips -- Determination of parameters of the external electric circuits providing maximum damping of vibrations of electroelastic bodies -- Forming of woven-reinforced thermoplastic-matrix composites: characterization, modeling, and validation -- Model predictive temperature control of a distribution system for chemicals -- Hidden oscillations in electromechanical systems -- Effect of material layers in a compound circular receiver model design for concentrating solar power -- On multiple support excitation analysis of bridges -- Control of friction by surface microgeometry variation -- Peculiarities of the magnetic behavior of pipe steels with different initial stress-strain states under elastic deformation -- Cable-stayed bridges: a monitoring challenge -- Dynamics and control of motion for systems containing internal moving masses -- Elaborations from the TKB monitoring database -- Reduced order models and localized non-linearity: an approach to the design of meta-structures -- Contact of flexible elastic belt with two pulleys -- Control over internet of oscillations for group of pendulums -- Effect of the load modelling strategy on the dynamic response prediction of bridges subjected to high-speed trains -- Mechanical properties of epoxy resins filled with nano-silica particles.…”
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Neural Network Computer Vision with OpenCV 5. by Nuti, Gopi Krishna

Table of Contents: “…OpenCV DNN Module -- Introduction -- Structure -- Objectives -- Deep learning frameworks -- TensorFlow -- PyTorch -- Keras -- Inference for computer vision -- Local inferencing -- Local CPUs -- Local GPUs -- Cloud -- Edge computing -- OpenCV DNN module -- History -- Features and limitations -- Capabilities -- Limitations -- Considerations -- Supported layers -- Unsupported layers and operations -- Important classes -- Conclusion -- Exercises -- 7. …”
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Pathways to excellence developing and cultivating leaders for the classroom and beyond /

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Interpretable Machine Learning with Python : Build Explainable, Fair, and Robust High-Performance Models with Hands-on, Real-world Examples. by Mas�is, Serg

Table of Contents: “…Understanding and preparing the data -- The data dictionary -- Data preparation -- Leveraging SHAP's KernelExplainer for local interpretations with SHAP values -- Training a C-SVC model -- Computing SHAP values using KernelExplainer -- Local interpretation for a group of predictions using decision plots -- Local interpretation for a single prediction at a time using a force plot -- Employing LIME -- What is LIME? …”
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Inclusion, Equity and Access for Individuals with Disabilities Insights from Educators across World /

Table of Contents: “…Introductory Chapter: Chapter 1 Disability within Contemporary Inclusion Dynamics: A Global Point of View -- Section I: Inclusion and Disability: Social Realms and Conceptual Underpinnings across the World -- Chapter 2 The Differently Abled: Exploring the Rights and Legislation in India -- Chapter 3 Understanding Negative Attitudes towards Disability to Foster Social Inclusion: An Australian Case Study -- Chapter 4 The School to Prison Pipeline: The Plight of African American Males in Special Education -- Chapter 5 Disability and Ukrainian Urban Space -- Chapter 6 Social Inclusion of School-Age Learners on the Autism Spectrum: Review of the Evidence and Future Areas of Inquiry -- Chapter 7 The Role of Non-Formal Learning Environments in Education and Socialization of Children with Visual Disability: the Case of Museums -- Chapter 8 Comparison of Special Education Teachers' Attitudes towards Various Augmentative and Alternative Communication Systems -- Chapter 9 The Continuing Need for Child Led Approaches within Inclusive Systems: A Focus on Transition across 8 European Countries -- Chapter 10 Improving Inclusion and Access for People with Disability in the Caucasus: the Case of Azerbaijan -- Chapter 11 Inclusive Technical Capital in the Twenty First Century -- Chapter 12 Examining the Inclusion of People with Visual Disabilities in Workplace: a Greek Case Study -- Chapter 13 Training Experts in Inclusive Practices for an Equity on Access to Culture in Europe -- Chapter 14 Inclusive Employment Plight of Youth with Complex Communication Needs -- Chapter 15 Kicking a Goal for Inclusion in Sports Clubs and Stadia -- Chapter 16 Breaking Down Silos: Women with Disabilities, Issues, Voices and Concerns in Family -- Section II: Identifying Enablers, Barriers and Challenges in Inclusive Education -- Chapter 17 An Ethnographic Research on Inclusive Education in Colombia: Lessons Learned from Two School Visits Chapter 18 Towards Inclusive Education in Singapore -- Chapter 19 The Role of Self-Advocacy in Academic Access for Students Who Are Deaf or Hard of Hearing in Higher Education -- Chapter 20 Identification of Specific Learning Disorders and Specific Language Impairment: Issues and Experience in India -- Chapter 21 Developing Inclusive Education Policy in Sierra Leone: A Research Informed Approach -- Chapter 22 Inclusive Education in Japan: Current Trends and Teachers' View -- Chapter 23 Positive Behaviour Support Model for Inclusion of Children with Autism Spectrum Disorder -- Chapter 24 Inclusive Practice through Layers of Learning Intervention -- Chapter 25 Inclusion in Home, Social and Educational Settings for Children with Autism in India: Enablers and Challenges -- Chapter 26 Barriers and Enablers to Inclusion of University Students with Disabilities in India and Australia -- Chapter 27 Providing for the Needs of Young People with Disability in Lebanon -- Chapter 28 Empowerment of Students with Disabilities in University Setting -- Chapter 29 Facilitating Factors and Barriers in Implementing Inclusive Education in Romania -- Chapter 30 Educational Support Teams' Perspectives on Inclusion of Learners Who Use Augmentative and Alternative Communication in South African Mainstream Schools -- Chapter 31 Strength Based Instruction (SBI): a Systematic Instructional Training Model with a Primary Focus on a Child's Strength -- Concluding Chapter: Chapter 32 Challenges and Strategic Pathways to Participation, Equity and Access.…”
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Deep Learning : Foundations and Concepts. by Bishop, Christopher M.

Table of Contents: “…A Brief History of Machine Learning -- 1.3.1 Single-layer networks -- 1.3.2 Backpropagation -- 1.3.3 Deep networks -- 2 Probabilities -- 2.1. …”
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Haptic Interaction Science, Engineering and Design /

Table of Contents: “…. -- Relationship between Force Sensation and Stimulation Parameters in Tendon Electrical Stimulation -- Force your hand - PAM enabled wrist support -- Unplugged powered suit with pneumatic gel muscles -- Prototype Kinesthetic Illusory Device Using Combination of Active and Passive Motion -- A fast update approach of a stiffness matrix for a multi-rate finite element deformation simulation -- Object Manipulation by Hand with Force Feedback -- Visuo-tactile Interaction with Virtual Objects that Yields Kinetic Effects on Real Objects -- Enhancement of Perceived Force from the Hanger Reflex on Head and Ankle by Adding Vibration -- An Immersive Visuo-Haptic VR Environment with Pseudo-Haptic Effects on Perceived Stiffness -- Multi Degree-of-Freedom Successive Stiffness Increment Approach for High Stiffness Haptic Interaction -- A Cooking Support System with Force Visualization Using Force sensors and an RGB-D Camera -- Turning Surfaces into Touch Panels: A Granite-Touch Pad -- A finger sensor for sharing visual and tactile experience -- On aHaptic Phenomenon by Combined Use of the Rubber Artificial Skin Layer with a Strain Gauge and the Tactile Contact Lens -- Measurement of Stickiness with a Pressure Distribution Sensor -- A wearable haptic ring for the control of extra robotic fingers -- Relax and Tighten - A Haptics-based Approach to Simulate Sphincter Tone Assessment -- Training on muscle palpation using artificial muscle nodule models -- Basic Study on Motor Ability Evaluation and Training System Using Virtual Collision Avoidance -- Bimanual Haptic Simulator for Training Hand palpation and Lumbar puncture -- Prostate Tumor Palpation Simulator Based on Pneumatic and Augmented Haptics -- Haptic Directional Instruction System for Sports -- Tactile Treasure Map: Integrating Allocentric and Egocentric Information for Tactile Guidance -- Motion-Based Augmented Broadcasting System with Haptic Feedback -- Perceiving Physical Attributes of Objects using an Electrostatic Tactile Display -- Hapbeat : Tension-based Wearable Vibroacoustic Device -- Comparison of Tactile Signals for Collision Avoidance on Unmanned Aerial Vehicles -- Data-Driven Rendering of Anisotropic Haptic Textures -- PhysVib: Physically Plausible Vibrotactile Feedback Library to Collisions on a Mobile Device -- Towards Universal Haptic Library: Library-Based Haptic Texture Assignment Using Image Texture and Perceptual Space -- An Empirical Study of Haptic-Audio Based Online Shopping System for the Blind -- Character Recognition by Flick Movements Presented on Fingers. -- A Tool for Collecting and Designing Haptic Experiences -- A novel multimodal tactile module that can provide vibro-thermal feedback -- Tactile Perception of Digital Images -- VibGrip++ : haptic device allows feeling the music for hearing impaired people -- A Smart Cushion System with Vibrotactile Feedback for Active Posture Correction -- HapTONE: Haptic Instrument for Enriched Musical Play (II) -System Detail- -- Visual Haptic Interface by Using 2-DOF Indirect Haptic Interface.…”
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Turbulent Cascades II Proceedings of the Euromech-ERCOFTAC Colloquium 589 /

Table of Contents: “…Flow Structures and Scale Interactions in Stable Atmospheric Boundary Layer Turbulence -- Chapter 31. Approximating Turbulent and Non-turbulent Events with the Tensor Train Decomposition Method.…”
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Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications FICTA 2016, Volume 1 /

Table of Contents: “…Minimization of Energy Consumption Using X-Layer Network Transformation Model for IEEE 802.15.4-Based MWSNs -- Chapter 75. …”
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Advances in Informatics and Computing in Civil and Construction Engineering Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management /

Table of Contents: “…Information Integration and Informatics -- Barriers of Automated BIM Use: Examining Factors of Project Delivery -- Simulation of construction processes as a link between BIM models and construction progression on-site -- In search of sustainable design patterns: Combining data mining and semantic analysis on disparate building data -- The role of Knowledge-based Information on BIM for Built Heritage -- Heritage Building Information Modelling (HBIM): A review of published case studies -- Next generation of transportation infrastructure management: Fusion of Intelligent Transportation Systems (ITS) and Bridge Information Modeling (BrIM) -- Blockchain in the construction sector: a socio-technical systems framework for the construction industry -- Formalized Knowledge Representation to Support Integrated Planning of Highway Projects -- An Automated Layer Classification Method for Converting CAD drawings to 3D BIM Models -- Defining Levels of Development for 4D Simulation of Major Capital Construction Projects -- Modularized BIM Data Validation Framework Integrating Visual Programming Language with LegalRuleML -- Coupling between a Building Spatial Design Optimisation Toolbox and BouwConnect BIM -- Reusability and Its Limitations of Modules of Existing BIM Data Exchange Requirements for New MVDs -- Employment of Semantic Web technologies for capturing comprehensive parametric building models -- BIM Coordination oriented to Facility Management -- OpenBIM Based IVE Ontology: an ontological approach to improve interoperability for Virtual Reality Applications -- BIM and Through-Life Information Management: A Systems Engineering Perspective -- A lean design management process based on planning the Level of Detail in BIM-based design -- Part 2. …”
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Intelligent and Fuzzy Techniques : Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23 2020. by Kahraman, Cengiz

Table of Contents: “…Comparison of Fuzzy C-Means and K-Means Clustering Performance: An Application on Household Budget Survey Data -- Abstract -- 1 Introduction -- 2 Methods -- 3 Results -- 3.1 Descriptive Statistics -- 3.2 Distribution Analysis -- 3.3 Normality Tests -- 3.4 Classification Results -- 4 Conclusions and Future Work -- References -- A Hybrid Approach for Clustering and Selecting of Cloud Services Based on User Preferences Evaluation -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Proposed Approach -- 3.1 Cloud Architecture -- 3.2 Selection Layer Functionality -- 4 Case Study -- 5 Conclusion -- References -- Basket Patterns in Turkey: A Clustering of FMCG Baskets Using Consumer Panel Data -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Data -- 5 Model Building and Comparison -- 6 Findings -- 7 Conclusion and Discussion -- Acknowledgement -- References -- Journey Segmentation of Turkish Tobacco Users Using Sequence Clustering Techniques -- Abstract -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Data -- 5 Model Building and Comparison -- 6 Findings -- 7 Conclusion and Discussion -- Acknowledgement -- References -- A Survey on Spherical Fuzzy Sets and Clustering the Literature -- Abstract -- 1 Introduction -- 2 Review Methodology and Results -- 3 Conclusion -- References -- Picture Fuzzy Sets and Spherical Fuzzy Sets -- Picture Fuzzy Linear Assignment Method and Its Application to Selection of Pest House Location -- Abstract -- 1 Introduction -- 2 Picture Fuzzy Sets: Preliminaries -- 3 Picture Fuzzy Linear Assignment Method -- 4 An Application to Pest House Location Selection -- 5 Conclusion -- References -- Simple Additive Weighting and Weighted Product Methods Using Picture Fuzzy Sets -- Abstract -- 1 Introduction -- 2 Definitions of Picture Fuzzy Sets -- 3 The Proposed Methods.…”
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31st International Symposium on Shock Waves 1 Fundamentals /

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