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

İçindekiler: “…-- 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. Yazar: Chollet, Francois

İçindekiler: “…-- 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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Ergonomics in Caring for People Proceedings of the International Conference on Humanizing Work and Work Environment 2015 /

İçindekiler: “….- Chapter 10: Knowledge-Attitude-Practice (Kap) Study and Nutrition Education of Athletic and Non-Athletic Teenagers (13-18 Years) -- Chapter 11: A Study on Auditory Status of School Going Children Residing Near Railway Track -- Chapter 12: Assessment of Scapular Stability in Postpartum Females -A Longitudinal Study -- Chapter 13: General Health Related Physical Fitness Levels of College Going Girls from Maharashtra -- Chapter 14: Bagasse -A Replacement of Glass Wool as an Acoustic Material.- PART IV: Occupational Ergonomics.- Chapter 15: Manual Material Handling by Rural Women: An in-depth Analysis of the Body Pain Areas -- Chapter 16: Characterization of Drudgery of Farm Women in the Soybean Production System -- Chapter 17: Association of Job and Demographical Risk Factors with Occurrence of Neck Pain Among Hand Screen PrInting Workers -- Chapter 18: Effect of Fatigue on Hand Function in Dental Profession -- Chapter 19: Cardiac Stress Among Two Types of Handloom Weavers -- Chapter 20: Workspace Amenities for Assam Policewomen: Ergonomic Interventions -- Chapter 21: Physiological and Metabolic Status of Bus Drivers -- Chapter 22: Effectiveness of a Participatory Ergonomics Intervention to Improve Musculoskeletal Health: A Solomon Four-Group Study Among Manufacturing Industry Workers in Selangor, Malaysia.- PART V: Design Ergonomics.- Chapter 23: Ergonomic Intervention for Manual Harvesting in Agriculture: A Review -- Chapter 24: Skin-Bed Interface Pressure on Standard Hospital Mattress for Sitting, Prone and Supine Posture in Healthy Adults -- Chapter 25: Designing a Continuously Variable Transmission Mechanism for Economy Cars in India -- Chapter 26: A Brief Procedure for Ergonomic Design of Hand tool for Small Scale Industries -- Chapter 27: Designing Washroom for Wheelchair Users in Vocational Training Schools -- Chapter 28: Intra and Inter Reliability of Cervical Goniometer Used to Measure Cervical Range of Motion in Young Adults.- PART VI: User Experience.- Chapter 29: Number Plate Design for Bicycles: An Approach from Aesthetic and Ergonomic Perspective -- Chapter 30: Anthropomorphic Televisions are more Attractive: The Effect of Novelty -- Chapter 31: Identification of Aesthetically Favorable Interface Attributes for Better User Experience of Social Networking Application -- Chapter 32: Exploring Embedded Intelligence as a means of Minimizing Cognitive Load of Students in Electronics Engineering Instructional Laboratory Sessions -- Chapter 33: Product User Interfaces: A Study for the Meaning and Usability of Graphical User Interfaces in Indian Context -- Chapter 34: Effect of Baby-Like Product Personality on Visually Perceived Pleasure: A Case Study on Coffee Makers -- Chapter 35: Quantitative Probabilistic Widgets' as a method to improve Usability Performance of Data Entry Tasks.- PART VII: Cognitive Ergonomics.- Chapter 36: An Eye-Free Android Application for Visually Impaired Users -- Chapter 37: Meditation as a Countermeasure to Reduce Cognitive Decline during total Sleep Deprivation -- Chapter 38: Effects of Bharatnatyam Dancing on the Cognitive Ability of Adult Bengalee Females -- Chapter 39: A Cognitive Approach to Design of Habitats in Extraterrestrial Environments: Review of Literature -- Chapter 40: Mental Fatigue Quantification by Physiological and Neurophysiological Techniques: An Overview -- Chapter 41: Role of Language in Transfer of Tacit Knowledge: Case Study of Bamboo Crafts Making industries in North East India -- Chapter 42: Study of Visual Ergonomic Issues in Title Design in Popular Hindi Cinema Posters -- Chapter 43: Research in Driver-Vehicle Interaction: Indian Scenario.…”
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Deep Learning : Foundations and Concepts. Yazar: Bishop, Christopher M.

İçindekiler: “…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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31st International Symposium on Shock Waves 2 Applications /

İçindekiler: “…dense particles bed interaction using two-fluid approach -- Chapter84.To the complex approach to the numerical investigation of the shock wave - dense particles bed interaction -- Chapter85.Numerical Study on Shock Wave Reflection over a Double Wedge in Dusty Gas -- Chapter86.Shock and Blast Wave Interaction With Hard Sand Pan -- Chapter87.Long time history of unsteady drag on shock accelerated micro-particles -- Chapter88.Shock Focusing Effect upon Interaction of a Shock with Low-Density Dust Cloud -- Chapter89.Shock-induced motion of a spherical particle floating in air -- Chapter90.Exploring the capability of a new shock tube facility to investigate shock interaction with inert particle columns -- Chapter91.MITIGATION OF BLAST IN A WATER MIST -- Chapter92.Shock wave propagation through a series of perforated plates -- Chapter93.Experimental Investigation of Strong Shock Heated Gases Interacting with Materials in Powder form -- Chapter94.Selective shock-refraction properties in non-ideal fluids -- Chapter95.A Numerical Investigation of Oblique Shock Waves in Non-Ideal Compressible-Fluid Flows -- Chapter96.Assessment of real gas effects on SCO2 flows with shock waves -- Chapter97.Structure of shock waves in noble gases under high density conditions. -- Chapter98.Mach 4 Shock Train Structures in Rectangular Ducts -- Chapter99.Control of Shock Trains within Supersonic Intakes through the addition of Cavities -- Chapter100.Experiments in Supersonic Gaseous Ejector using 2D PIV Technique -- Chapter101.Numerical analysis of surface heat flux in a forward facing cavity -- Chapter102.Large Eddy Simulation of Expansion Wave Diffraction -- Chapter103.In-pipe aerodynamic characteristics of a projectile in comparison with free-flight for transonic Mach numbers between 0.5 and 1.5 -- Chapter104.Experimental Investigation of Shock Wave Characteristics in Small Scale Circular Channel -- Chapter105.Shock Oscillation Studies with Varying Stagnation Pressure in a Supersonic Diffuser -- Chapter106.Measurement of shock wave attenuation in microchannels -- Chapter107.Surface jets produced from an underwater shock wave --.…”
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Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications FICTA 2016, Volume 1 /

İçindekiler: “…Analysis of Trustworthiness and Link Budget Power under Free Space Propagation Path Loss in Secured Cognitive Radio Ad-hoc Network -- Chapter 47. …”
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Intelligent and Fuzzy Techniques : Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23 2020. Yazar: Kahraman, Cengiz

İçindekiler: “…Intro -- Preface -- Contents -- Invited Speakers' Papers -- Fuzzy Meets Privacy: A Short Overview -- 1 Introduction -- 2 Data Protection Methods Based on Fuzzy Techniques -- 3 Information Loss Measures Based on Fuzzy Techniques -- 4 Disclosure Risk Measures Based on Aggregation Functions: WM, OWA and the Choquet Integral -- 5 Conclusion and Future Work -- References -- Intelligent Planning of Spatial Analysis Process Based on Contexts -- Abstract -- 1 Introduction -- 2 Review of Related Publications -- 3 Management of Analysis Process -- 4 Conceptual Model of Knowledge -- 5 Optimal Number of Contexts -- 6 Conclusion -- Acknowledgments -- References -- The Method of Finding the Base Set of Intuitionistic Fuzzy Graph -- Abstract -- 1 Introduction -- 2 Basic Concepts and Definitions of Intuitionistic Fuzzy Graphs -- 3 Base Set of Intuitionistic Fuzzy Graph -- 4 The Method for Finding Base Set -- 5 Conclusion -- Acknowledgments -- References -- Intuitionistic Fuzzy Assessments of the Abdominal Aorta and Its Branches -- Abstract -- 1 Introduction -- 2 Proposed Assessment Model -- 2.1 Intuitionistic Fuzzy Estimations -- 2.2 Intuitionistic Fuzzy Threshold Values -- 3 Conclusion -- Acknowledgment -- References -- Mathematical Philosophy and Fuzzy Logic -- Abstract -- 1 Mathematical Philosophy and Mathematics in General -- 2 Probability and Fuzzy Logic in Industrial Engineering -- 3 Conclusion -- References -- Clustering -- Segmentation of Retail Consumers with Soft Clustering Approach -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Managerial Implications -- 5 Conclusion and Limitations -- References -- Segmentation Analysis of Companies' Natural Gas Consumption by Soft Clustering -- 1 Introduction -- 2 Fuzzy C-Means Clustering -- 3 Case Study -- 4 Conclusions and Future Directions -- References.…”
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31st International Symposium on Shock Waves 1 Fundamentals /

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