Kooperativer Bibliotheksverbund

UID:

Format: 1 online resource (728 pages)

Edition: 1st ed.

ISBN: 94-6463-370-0

Series Statement: Advances in Intelligent Systems Research Series ; v.180

Note: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques -- Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process -- Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment -- Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction. , Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment -- A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm -- Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet -- Review on Machine Translation Model under Low Resource Condition -- Review on Target Tracking Algorithm Based on Deep Learning -- Image Preprocessing Method Applied on Facial Emotion Recognition Problem -- A Comprehensive Recommendation System for Online Shopping Based on the Google Dataset -- Collaborative Filtering and Sentiment Analysis: Basics to Build a Map Recommender System -- Current Study on Image Restoration Leveraging CNNs and GANs -- A COVID-19 Detection Method based on Deep Learning Model Trained by Chest X-Ray Images -- Athlete Number Plate Application Based on Deep Learning Image Recognition -- 2Visual Acuity Detection Method -- 2.1Comprehensive Optometry Examination -- 2.2Astigmatism Assessment. , 2.3Computerized Optometry -- Automatic Astigmatism Testing. Ophthalmic optical -- 2.4Summary and Limitations -- 3Deep Learning-Based Vision Prevention and Detectio -- 3.1System Structure -- 3.2Eccentric Photography Refraction Technique -- 3.3Image Capture and Localization -- 3.4Faster R-CNN Image Detection -- 3.5Image Processing and Segmentation -- 3.6Feature Parameter Extraction -- 3.7Results -- 4Conclusion -- References -- English Character Recognition based on Deep Learning -- Research on Digital Concept Art Illustrations Style Classification based on Deep Learning -- Medical Image Super-Resolution Reconstruction Algorithms on Deep Learning -- Garbage Image Classification based on Deep Learning -- Current Research on Convolutional Neural Network for Unmanned Driving -- 2Rendering the Ogre: Step-by-Step Analysis -- 2.1Characteristics -- 2.2Texture -- 2.3 Lighting Models -- 2.4Technical Aspects -- 3Comprehensive Exploration of Ogre's Rendering Tech -- 3.1DiffCol (Diffuse Color) -- 3.2SpecCol (Specular Color) -- 3.3Fresnel -- 3.4DirDiff (Directional Diffuse) -- 3.5DirSpec (Directional Specular) -- 3.6EnvDiff (Environmental Diffuse) -- 3.7EnvSpec (Environmental Specular) -- 4Rendering Results and Analysis -- 4.1DiffCol and SpecCol Integration -- 4.2Fresnel Adjustments -- 4.3DirDiff: Main Light Diffuse Reflection -- 4.4DirSpec: Main Light Specular Reflection -- 4.5EnvDiff: Environmental Diffuse Reflection -- 4.6EnvSpec: Environmental Specular Reflection -- 4.7RimLight: Rim Lighting -- 4.8Emission: Self-Illumination -- 4.9Final result -- 5Conclusion -- References -- Mechanisms of Meaning: Absurdism and Realism in Game Design as Philosophical Manifestations in NieR: Automata and Metal Gear Solid -- A Research on Image Processing in Modern E-commerce -- Feasibility and Application of Gal Game on VirtualReality -- 2Model training practice based on RVC. , 2.1Audio collection -- 2.2Training parameter setting -- 2.3Program initiation -- Audio automatic segmentation -- Training -- 3Result -- 3.1Objective evaluation -- 3.2Subjective evaluation -- 4Conclusion -- References -- Application of VR Technology in Games -- Exploring the Blending of Ancient and Modern Chinese Culture through a 3D Model -- An Inter-Software Approach to Presenting Graphics-Related Digital Media -- 2The Design and Implement of the lantern by OpenSCA -- 2.1The lampshade design of the lantern -- 2.2The outer frame design of the lantern -- 2.3The decoration design of the lantern -- 3Rendering in Three.js -- 3.1Platform and environment -- 3.2Normal Map -- 4Rendering in Blender -- 4.1Material mapping -- 4.2Animation -- 4.3Illumination -- 5Result and Discussion -- 6.Conclusion -- References -- Restore Traditional Chinese Lanterns Based onOpenscad and Threejs -- Designing the Chinese Traditional Lantern Model and its Possible Effect in the Application -- Applications and Limitations of Machine Learning inComputer Graphics -- A Mathematical Solution To 2D Light IntensityCalculation -- 2 Analysis of AI Applications in Gaming -- 2.1 Programming -- 2.2 Intelligent strategy -- 2.3 Game testing -- 2.4 Game promotion -- 3 The Challenges of AI in the Gaming Field -- 3.1 Inflexible Behavior -- 3.2 Legal and Ethical Concerns -- 3.3 Lack of Emotions and Creativity -- 4 Conclusion -- References -- The Investigation of Communications Protocol -- Bernoulli Distribution Simulator and Random Function -- An Investigation of Student Facial Expression Recognition Based on Machine Learning Algorithms -- Content-based Filtering for Improving Movie Recommender System -- Restaurant Recommendation System Based on TF-IDFVectorization: Integrating Content-Based and CollaborativeFiltering Approaches -- 1 Introduction -- 1.3 Research content. , 1.4 Chapter Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Random forest -- 3.2 Gradient boosting -- 3.3 Optuna -- 4Experiment -- 5Conclusion -- References -- Robustness Exploration of the Twin-Delayed DeepDeterministic Policy Gradient Algorithm Under NoiseAttack -- 2Method -- 2.1Traditional Machine Learning-Based Semantic Segmen -- 2.2Densely Connected Neural Architecture Search (DCNA -- 2.3High-Resolution Network with Object-Contextual Rep -- 2.4Panoptic-DeepLab -- 2.5EfficientPS -- 2.6Vision Transformer Adapter (ViT-Adapter)-L -- 2.7InverseForm -- 2.8Hierarchically Supervised Semantic Segmentation (H -- 2.9InternImage-H -- 3Result -- 4Conclusion -- References -- Analyzing Student Achievement: Data Processing Models in Education -- Python-based Population Forecasting with Standard Deviation Analysis -- Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python -- Machine Learning Approaches for Predicting Exoplanet Livability: A Comprehensive Analysis -- Write A Code Using Linear Regression and NeuralLayered Structure To Predict The House Price -- Predicting UPDRS Scores in Parkinson's Disease Based on Deep Learning.

Additional Edition: Print version: Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

UID:

Format: 1 online resource (728 pages)

Edition: 1st ed.

ISBN: 94-6463-370-0

Series Statement: Advances in Intelligent Systems Research Series ; v.180

Note: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques -- Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process -- Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment -- Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction. , Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment -- A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm -- Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet -- Review on Machine Translation Model under Low Resource Condition -- Review on Target Tracking Algorithm Based on Deep Learning -- Image Preprocessing Method Applied on Facial Emotion Recognition Problem -- A Comprehensive Recommendation System for Online Shopping Based on the Google Dataset -- Collaborative Filtering and Sentiment Analysis: Basics to Build a Map Recommender System -- Current Study on Image Restoration Leveraging CNNs and GANs -- A COVID-19 Detection Method based on Deep Learning Model Trained by Chest X-Ray Images -- Athlete Number Plate Application Based on Deep Learning Image Recognition -- 2Visual Acuity Detection Method -- 2.1Comprehensive Optometry Examination -- 2.2Astigmatism Assessment. , 2.3Computerized Optometry -- Automatic Astigmatism Testing. Ophthalmic optical -- 2.4Summary and Limitations -- 3Deep Learning-Based Vision Prevention and Detectio -- 3.1System Structure -- 3.2Eccentric Photography Refraction Technique -- 3.3Image Capture and Localization -- 3.4Faster R-CNN Image Detection -- 3.5Image Processing and Segmentation -- 3.6Feature Parameter Extraction -- 3.7Results -- 4Conclusion -- References -- English Character Recognition based on Deep Learning -- Research on Digital Concept Art Illustrations Style Classification based on Deep Learning -- Medical Image Super-Resolution Reconstruction Algorithms on Deep Learning -- Garbage Image Classification based on Deep Learning -- Current Research on Convolutional Neural Network for Unmanned Driving -- 2Rendering the Ogre: Step-by-Step Analysis -- 2.1Characteristics -- 2.2Texture -- 2.3 Lighting Models -- 2.4Technical Aspects -- 3Comprehensive Exploration of Ogre's Rendering Tech -- 3.1DiffCol (Diffuse Color) -- 3.2SpecCol (Specular Color) -- 3.3Fresnel -- 3.4DirDiff (Directional Diffuse) -- 3.5DirSpec (Directional Specular) -- 3.6EnvDiff (Environmental Diffuse) -- 3.7EnvSpec (Environmental Specular) -- 4Rendering Results and Analysis -- 4.1DiffCol and SpecCol Integration -- 4.2Fresnel Adjustments -- 4.3DirDiff: Main Light Diffuse Reflection -- 4.4DirSpec: Main Light Specular Reflection -- 4.5EnvDiff: Environmental Diffuse Reflection -- 4.6EnvSpec: Environmental Specular Reflection -- 4.7RimLight: Rim Lighting -- 4.8Emission: Self-Illumination -- 4.9Final result -- 5Conclusion -- References -- Mechanisms of Meaning: Absurdism and Realism in Game Design as Philosophical Manifestations in NieR: Automata and Metal Gear Solid -- A Research on Image Processing in Modern E-commerce -- Feasibility and Application of Gal Game on VirtualReality -- 2Model training practice based on RVC. , 2.1Audio collection -- 2.2Training parameter setting -- 2.3Program initiation -- Audio automatic segmentation -- Training -- 3Result -- 3.1Objective evaluation -- 3.2Subjective evaluation -- 4Conclusion -- References -- Application of VR Technology in Games -- Exploring the Blending of Ancient and Modern Chinese Culture through a 3D Model -- An Inter-Software Approach to Presenting Graphics-Related Digital Media -- 2The Design and Implement of the lantern by OpenSCA -- 2.1The lampshade design of the lantern -- 2.2The outer frame design of the lantern -- 2.3The decoration design of the lantern -- 3Rendering in Three.js -- 3.1Platform and environment -- 3.2Normal Map -- 4Rendering in Blender -- 4.1Material mapping -- 4.2Animation -- 4.3Illumination -- 5Result and Discussion -- 6.Conclusion -- References -- Restore Traditional Chinese Lanterns Based onOpenscad and Threejs -- Designing the Chinese Traditional Lantern Model and its Possible Effect in the Application -- Applications and Limitations of Machine Learning inComputer Graphics -- A Mathematical Solution To 2D Light IntensityCalculation -- 2 Analysis of AI Applications in Gaming -- 2.1 Programming -- 2.2 Intelligent strategy -- 2.3 Game testing -- 2.4 Game promotion -- 3 The Challenges of AI in the Gaming Field -- 3.1 Inflexible Behavior -- 3.2 Legal and Ethical Concerns -- 3.3 Lack of Emotions and Creativity -- 4 Conclusion -- References -- The Investigation of Communications Protocol -- Bernoulli Distribution Simulator and Random Function -- An Investigation of Student Facial Expression Recognition Based on Machine Learning Algorithms -- Content-based Filtering for Improving Movie Recommender System -- Restaurant Recommendation System Based on TF-IDFVectorization: Integrating Content-Based and CollaborativeFiltering Approaches -- 1 Introduction -- 1.3 Research content. , 1.4 Chapter Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Random forest -- 3.2 Gradient boosting -- 3.3 Optuna -- 4Experiment -- 5Conclusion -- References -- Robustness Exploration of the Twin-Delayed DeepDeterministic Policy Gradient Algorithm Under NoiseAttack -- 2Method -- 2.1Traditional Machine Learning-Based Semantic Segmen -- 2.2Densely Connected Neural Architecture Search (DCNA -- 2.3High-Resolution Network with Object-Contextual Rep -- 2.4Panoptic-DeepLab -- 2.5EfficientPS -- 2.6Vision Transformer Adapter (ViT-Adapter)-L -- 2.7InverseForm -- 2.8Hierarchically Supervised Semantic Segmentation (H -- 2.9InternImage-H -- 3Result -- 4Conclusion -- References -- Analyzing Student Achievement: Data Processing Models in Education -- Python-based Population Forecasting with Standard Deviation Analysis -- Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python -- Machine Learning Approaches for Predicting Exoplanet Livability: A Comprehensive Analysis -- Write A Code Using Linear Regression and NeuralLayered Structure To Predict The House Price -- Predicting UPDRS Scores in Parkinson's Disease Based on Deep Learning.

Additional Edition: Print version: Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

UID:

Format: 1 online resource (728 pages)

Edition: 1st ed.

ISBN: 94-6463-370-0

Series Statement: Advances in Intelligent Systems Research Series ; v.180

Note: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques -- Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process -- Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment -- Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction. , Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment -- A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm -- Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet -- Review on Machine Translation Model under Low Resource Condition -- Review on Target Tracking Algorithm Based on Deep Learning -- Image Preprocessing Method Applied on Facial Emotion Recognition Problem -- A Comprehensive Recommendation System for Online Shopping Based on the Google Dataset -- Collaborative Filtering and Sentiment Analysis: Basics to Build a Map Recommender System -- Current Study on Image Restoration Leveraging CNNs and GANs -- A COVID-19 Detection Method based on Deep Learning Model Trained by Chest X-Ray Images -- Athlete Number Plate Application Based on Deep Learning Image Recognition -- 2Visual Acuity Detection Method -- 2.1Comprehensive Optometry Examination -- 2.2Astigmatism Assessment. , 2.3Computerized Optometry -- Automatic Astigmatism Testing. Ophthalmic optical -- 2.4Summary and Limitations -- 3Deep Learning-Based Vision Prevention and Detectio -- 3.1System Structure -- 3.2Eccentric Photography Refraction Technique -- 3.3Image Capture and Localization -- 3.4Faster R-CNN Image Detection -- 3.5Image Processing and Segmentation -- 3.6Feature Parameter Extraction -- 3.7Results -- 4Conclusion -- References -- English Character Recognition based on Deep Learning -- Research on Digital Concept Art Illustrations Style Classification based on Deep Learning -- Medical Image Super-Resolution Reconstruction Algorithms on Deep Learning -- Garbage Image Classification based on Deep Learning -- Current Research on Convolutional Neural Network for Unmanned Driving -- 2Rendering the Ogre: Step-by-Step Analysis -- 2.1Characteristics -- 2.2Texture -- 2.3 Lighting Models -- 2.4Technical Aspects -- 3Comprehensive Exploration of Ogre's Rendering Tech -- 3.1DiffCol (Diffuse Color) -- 3.2SpecCol (Specular Color) -- 3.3Fresnel -- 3.4DirDiff (Directional Diffuse) -- 3.5DirSpec (Directional Specular) -- 3.6EnvDiff (Environmental Diffuse) -- 3.7EnvSpec (Environmental Specular) -- 4Rendering Results and Analysis -- 4.1DiffCol and SpecCol Integration -- 4.2Fresnel Adjustments -- 4.3DirDiff: Main Light Diffuse Reflection -- 4.4DirSpec: Main Light Specular Reflection -- 4.5EnvDiff: Environmental Diffuse Reflection -- 4.6EnvSpec: Environmental Specular Reflection -- 4.7RimLight: Rim Lighting -- 4.8Emission: Self-Illumination -- 4.9Final result -- 5Conclusion -- References -- Mechanisms of Meaning: Absurdism and Realism in Game Design as Philosophical Manifestations in NieR: Automata and Metal Gear Solid -- A Research on Image Processing in Modern E-commerce -- Feasibility and Application of Gal Game on VirtualReality -- 2Model training practice based on RVC. , 2.1Audio collection -- 2.2Training parameter setting -- 2.3Program initiation -- Audio automatic segmentation -- Training -- 3Result -- 3.1Objective evaluation -- 3.2Subjective evaluation -- 4Conclusion -- References -- Application of VR Technology in Games -- Exploring the Blending of Ancient and Modern Chinese Culture through a 3D Model -- An Inter-Software Approach to Presenting Graphics-Related Digital Media -- 2The Design and Implement of the lantern by OpenSCA -- 2.1The lampshade design of the lantern -- 2.2The outer frame design of the lantern -- 2.3The decoration design of the lantern -- 3Rendering in Three.js -- 3.1Platform and environment -- 3.2Normal Map -- 4Rendering in Blender -- 4.1Material mapping -- 4.2Animation -- 4.3Illumination -- 5Result and Discussion -- 6.Conclusion -- References -- Restore Traditional Chinese Lanterns Based onOpenscad and Threejs -- Designing the Chinese Traditional Lantern Model and its Possible Effect in the Application -- Applications and Limitations of Machine Learning inComputer Graphics -- A Mathematical Solution To 2D Light IntensityCalculation -- 2 Analysis of AI Applications in Gaming -- 2.1 Programming -- 2.2 Intelligent strategy -- 2.3 Game testing -- 2.4 Game promotion -- 3 The Challenges of AI in the Gaming Field -- 3.1 Inflexible Behavior -- 3.2 Legal and Ethical Concerns -- 3.3 Lack of Emotions and Creativity -- 4 Conclusion -- References -- The Investigation of Communications Protocol -- Bernoulli Distribution Simulator and Random Function -- An Investigation of Student Facial Expression Recognition Based on Machine Learning Algorithms -- Content-based Filtering for Improving Movie Recommender System -- Restaurant Recommendation System Based on TF-IDFVectorization: Integrating Content-Based and CollaborativeFiltering Approaches -- 1 Introduction -- 1.3 Research content. , 1.4 Chapter Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Random forest -- 3.2 Gradient boosting -- 3.3 Optuna -- 4Experiment -- 5Conclusion -- References -- Robustness Exploration of the Twin-Delayed DeepDeterministic Policy Gradient Algorithm Under NoiseAttack -- 2Method -- 2.1Traditional Machine Learning-Based Semantic Segmen -- 2.2Densely Connected Neural Architecture Search (DCNA -- 2.3High-Resolution Network with Object-Contextual Rep -- 2.4Panoptic-DeepLab -- 2.5EfficientPS -- 2.6Vision Transformer Adapter (ViT-Adapter)-L -- 2.7InverseForm -- 2.8Hierarchically Supervised Semantic Segmentation (H -- 2.9InternImage-H -- 3Result -- 4Conclusion -- References -- Analyzing Student Achievement: Data Processing Models in Education -- Python-based Population Forecasting with Standard Deviation Analysis -- Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python -- Machine Learning Approaches for Predicting Exoplanet Livability: A Comprehensive Analysis -- Write A Code Using Linear Regression and NeuralLayered Structure To Predict The House Price -- Predicting UPDRS Scores in Parkinson's Disease Based on Deep Learning.

Additional Edition: Print version: Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

UID:

Format: 1 online resource (728 pages)

Edition: 1st ed.

ISBN: 9789464633702

Series Statement: Advances in Intelligent Systems Research Series v.180

Note: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques -- Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process -- Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment -- Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction , 1.4 Chapter Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Random forest -- 3.2 Gradient boosting -- 3.3 Optuna -- 4Experiment -- 5Conclusion -- References -- Robustness Exploration of the Twin-Delayed DeepDeterministic Policy Gradient Algorithm Under NoiseAttack -- 2Method -- 2.1Traditional Machine Learning-Based Semantic Segmen -- 2.2Densely Connected Neural Architecture Search (DCNA -- 2.3High-Resolution Network with Object-Contextual Rep -- 2.4Panoptic-DeepLab -- 2.5EfficientPS -- 2.6Vision Transformer Adapter (ViT-Adapter)-L -- 2.7InverseForm -- 2.8Hierarchically Supervised Semantic Segmentation (H -- 2.9InternImage-H -- 3Result -- 4Conclusion -- References -- Analyzing Student Achievement: Data Processing Models in Education -- Python-based Population Forecasting with Standard Deviation Analysis -- Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python -- Machine Learning Approaches for Predicting Exoplanet Livability: A Comprehensive Analysis -- Write A Code Using Linear Regression and NeuralLayered Structure To Predict The House Price -- Predicting UPDRS Scores in Parkinson's Disease Based on Deep Learning , 2.1Audio collection -- 2.2Training parameter setting -- 2.3Program initiation -- Audio automatic segmentation -- Training -- 3Result -- 3.1Objective evaluation -- 3.2Subjective evaluation -- 4Conclusion -- References -- Application of VR Technology in Games -- Exploring the Blending of Ancient and Modern Chinese Culture through a 3D Model -- An Inter-Software Approach to Presenting Graphics-Related Digital Media -- 2The Design and Implement of the lantern by OpenSCA -- 2.1The lampshade design of the lantern -- 2.2The outer frame design of the lantern -- 2.3The decoration design of the lantern -- 3Rendering in Three.js -- 3.1Platform and environment -- 3.2Normal Map -- 4Rendering in Blender -- 4.1Material mapping -- 4.2Animation -- 4.3Illumination -- 5Result and Discussion -- 6.Conclusion -- References -- Restore Traditional Chinese Lanterns Based onOpenscad and Threejs -- Designing the Chinese Traditional Lantern Model and its Possible Effect in the Application -- Applications and Limitations of Machine Learning inComputer Graphics -- A Mathematical Solution To 2D Light IntensityCalculation -- 2 Analysis of AI Applications in Gaming -- 2.1 Programming -- 2.2 Intelligent strategy -- 2.3 Game testing -- 2.4 Game promotion -- 3 The Challenges of AI in the Gaming Field -- 3.1 Inflexible Behavior -- 3.2 Legal and Ethical Concerns -- 3.3 Lack of Emotions and Creativity -- 4 Conclusion -- References -- The Investigation of Communications Protocol -- Bernoulli Distribution Simulator and Random Function -- An Investigation of Student Facial Expression Recognition Based on Machine Learning Algorithms -- Content-based Filtering for Improving Movie Recommender System -- Restaurant Recommendation System Based on TF-IDFVectorization: Integrating Content-Based and CollaborativeFiltering Approaches -- 1 Introduction -- 1.3 Research content , 2.3Computerized Optometry -- Automatic Astigmatism Testing. Ophthalmic optical -- 2.4Summary and Limitations -- 3Deep Learning-Based Vision Prevention and Detectio -- 3.1System Structure -- 3.2Eccentric Photography Refraction Technique -- 3.3Image Capture and Localization -- 3.4Faster R-CNN Image Detection -- 3.5Image Processing and Segmentation -- 3.6Feature Parameter Extraction -- 3.7Results -- 4Conclusion -- References -- English Character Recognition based on Deep Learning -- Research on Digital Concept Art Illustrations Style Classification based on Deep Learning -- Medical Image Super-Resolution Reconstruction Algorithms on Deep Learning -- Garbage Image Classification based on Deep Learning -- Current Research on Convolutional Neural Network for Unmanned Driving -- 2Rendering the Ogre: Step-by-Step Analysis -- 2.1Characteristics -- 2.2Texture -- 2.3 Lighting Models -- 2.4Technical Aspects -- 3Comprehensive Exploration of Ogre's Rendering Tech -- 3.1DiffCol (Diffuse Color) -- 3.2SpecCol (Specular Color) -- 3.3Fresnel -- 3.4DirDiff (Directional Diffuse) -- 3.5DirSpec (Directional Specular) -- 3.6EnvDiff (Environmental Diffuse) -- 3.7EnvSpec (Environmental Specular) -- 4Rendering Results and Analysis -- 4.1DiffCol and SpecCol Integration -- 4.2Fresnel Adjustments -- 4.3DirDiff: Main Light Diffuse Reflection -- 4.4DirSpec: Main Light Specular Reflection -- 4.5EnvDiff: Environmental Diffuse Reflection -- 4.6EnvSpec: Environmental Specular Reflection -- 4.7RimLight: Rim Lighting -- 4.8Emission: Self-Illumination -- 4.9Final result -- 5Conclusion -- References -- Mechanisms of Meaning: Absurdism and Realism in Game Design as Philosophical Manifestations in NieR: Automata and Metal Gear Solid -- A Research on Image Processing in Modern E-commerce -- Feasibility and Application of Gal Game on VirtualReality -- 2Model training practice based on RVC , Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment -- A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm -- Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet -- Review on Machine Translation Model under Low Resource Condition -- Review on Target Tracking Algorithm Based on Deep Learning -- Image Preprocessing Method Applied on Facial Emotion Recognition Problem -- A Comprehensive Recommendation System for Online Shopping Based on the Google Dataset -- Collaborative Filtering and Sentiment Analysis: Basics to Build a Map Recommender System -- Current Study on Image Restoration Leveraging CNNs and GANs -- A COVID-19 Detection Method based on Deep Learning Model Trained by Chest X-Ray Images -- Athlete Number Plate Application Based on Deep Learning Image Recognition -- 2Visual Acuity Detection Method -- 2.1Comprehensive Optometry Examination -- 2.2Astigmatism Assessment

Additional Edition: Print version Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

Keywords: Electronic books

URL: FULL  ((OIS Credentials Required))

UID:

Format: 1 online resource (728 pages)

Edition: 1st ed.

ISBN: 9789464633702

Series Statement: Advances in Intelligent Systems Research Series v.180

Note: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques -- Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process -- Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment -- Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction , 1.4 Chapter Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Random forest -- 3.2 Gradient boosting -- 3.3 Optuna -- 4Experiment -- 5Conclusion -- References -- Robustness Exploration of the Twin-Delayed DeepDeterministic Policy Gradient Algorithm Under NoiseAttack -- 2Method -- 2.1Traditional Machine Learning-Based Semantic Segmen -- 2.2Densely Connected Neural Architecture Search (DCNA -- 2.3High-Resolution Network with Object-Contextual Rep -- 2.4Panoptic-DeepLab -- 2.5EfficientPS -- 2.6Vision Transformer Adapter (ViT-Adapter)-L -- 2.7InverseForm -- 2.8Hierarchically Supervised Semantic Segmentation (H -- 2.9InternImage-H -- 3Result -- 4Conclusion -- References -- Analyzing Student Achievement: Data Processing Models in Education -- Python-based Population Forecasting with Standard Deviation Analysis -- Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python -- Machine Learning Approaches for Predicting Exoplanet Livability: A Comprehensive Analysis -- Write A Code Using Linear Regression and NeuralLayered Structure To Predict The House Price -- Predicting UPDRS Scores in Parkinson's Disease Based on Deep Learning , 2.1Audio collection -- 2.2Training parameter setting -- 2.3Program initiation -- Audio automatic segmentation -- Training -- 3Result -- 3.1Objective evaluation -- 3.2Subjective evaluation -- 4Conclusion -- References -- Application of VR Technology in Games -- Exploring the Blending of Ancient and Modern Chinese Culture through a 3D Model -- An Inter-Software Approach to Presenting Graphics-Related Digital Media -- 2The Design and Implement of the lantern by OpenSCA -- 2.1The lampshade design of the lantern -- 2.2The outer frame design of the lantern -- 2.3The decoration design of the lantern -- 3Rendering in Three.js -- 3.1Platform and environment -- 3.2Normal Map -- 4Rendering in Blender -- 4.1Material mapping -- 4.2Animation -- 4.3Illumination -- 5Result and Discussion -- 6.Conclusion -- References -- Restore Traditional Chinese Lanterns Based onOpenscad and Threejs -- Designing the Chinese Traditional Lantern Model and its Possible Effect in the Application -- Applications and Limitations of Machine Learning inComputer Graphics -- A Mathematical Solution To 2D Light IntensityCalculation -- 2 Analysis of AI Applications in Gaming -- 2.1 Programming -- 2.2 Intelligent strategy -- 2.3 Game testing -- 2.4 Game promotion -- 3 The Challenges of AI in the Gaming Field -- 3.1 Inflexible Behavior -- 3.2 Legal and Ethical Concerns -- 3.3 Lack of Emotions and Creativity -- 4 Conclusion -- References -- The Investigation of Communications Protocol -- Bernoulli Distribution Simulator and Random Function -- An Investigation of Student Facial Expression Recognition Based on Machine Learning Algorithms -- Content-based Filtering for Improving Movie Recommender System -- Restaurant Recommendation System Based on TF-IDFVectorization: Integrating Content-Based and CollaborativeFiltering Approaches -- 1 Introduction -- 1.3 Research content , 2.3Computerized Optometry -- Automatic Astigmatism Testing. Ophthalmic optical -- 2.4Summary and Limitations -- 3Deep Learning-Based Vision Prevention and Detectio -- 3.1System Structure -- 3.2Eccentric Photography Refraction Technique -- 3.3Image Capture and Localization -- 3.4Faster R-CNN Image Detection -- 3.5Image Processing and Segmentation -- 3.6Feature Parameter Extraction -- 3.7Results -- 4Conclusion -- References -- English Character Recognition based on Deep Learning -- Research on Digital Concept Art Illustrations Style Classification based on Deep Learning -- Medical Image Super-Resolution Reconstruction Algorithms on Deep Learning -- Garbage Image Classification based on Deep Learning -- Current Research on Convolutional Neural Network for Unmanned Driving -- 2Rendering the Ogre: Step-by-Step Analysis -- 2.1Characteristics -- 2.2Texture -- 2.3 Lighting Models -- 2.4Technical Aspects -- 3Comprehensive Exploration of Ogre's Rendering Tech -- 3.1DiffCol (Diffuse Color) -- 3.2SpecCol (Specular Color) -- 3.3Fresnel -- 3.4DirDiff (Directional Diffuse) -- 3.5DirSpec (Directional Specular) -- 3.6EnvDiff (Environmental Diffuse) -- 3.7EnvSpec (Environmental Specular) -- 4Rendering Results and Analysis -- 4.1DiffCol and SpecCol Integration -- 4.2Fresnel Adjustments -- 4.3DirDiff: Main Light Diffuse Reflection -- 4.4DirSpec: Main Light Specular Reflection -- 4.5EnvDiff: Environmental Diffuse Reflection -- 4.6EnvSpec: Environmental Specular Reflection -- 4.7RimLight: Rim Lighting -- 4.8Emission: Self-Illumination -- 4.9Final result -- 5Conclusion -- References -- Mechanisms of Meaning: Absurdism and Realism in Game Design as Philosophical Manifestations in NieR: Automata and Metal Gear Solid -- A Research on Image Processing in Modern E-commerce -- Feasibility and Application of Gal Game on VirtualReality -- 2Model training practice based on RVC , Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment -- A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm -- Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet -- Review on Machine Translation Model under Low Resource Condition -- Review on Target Tracking Algorithm Based on Deep Learning -- Image Preprocessing Method Applied on Facial Emotion Recognition Problem -- A Comprehensive Recommendation System for Online Shopping Based on the Google Dataset -- Collaborative Filtering and Sentiment Analysis: Basics to Build a Map Recommender System -- Current Study on Image Restoration Leveraging CNNs and GANs -- A COVID-19 Detection Method based on Deep Learning Model Trained by Chest X-Ray Images -- Athlete Number Plate Application Based on Deep Learning Image Recognition -- 2Visual Acuity Detection Method -- 2.1Comprehensive Optometry Examination -- 2.2Astigmatism Assessment

Additional Edition: Print version Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

Keywords: Electronic books

URL: FULL  ((OIS Credentials Required))

UID:

Format: 1 online resource (728 p.).

ISBN: 9789464633702 , 9464633700

Series Statement: Advances in Intelligent Systems Research Series ; v.180

Note: Description based upon print version of record. , Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet , Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques , Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process , Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment , Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction -- Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment , A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm

Additional Edition: Print version: Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

Keywords: Electronic books.

URL: Click here to view book

UID:

Format: 1 online resource (728 pages)

Edition: 1st ed.

ISBN: 9789464633702

Series Statement: Advances in Intelligent Systems Research Series ; v.180

Note: Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 REVIEW PROCEDURE -- 2 QUALITY CRITERIA -- 3 KEY METRICS -- 4 COMPETING INTERESTS -- Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy -- An Evaluation of DDPG, TD3, SAC, and PPO: Deep Reinforcement Learning Algorithms for Controlling Continuous System -- Research on the application and future development of visual recognition in modern agriculture -- Research and Application of Digit Recognition Based on K-Nearest Neighbor Classifier -- Optimization Model Performance through Pruning Techniques -- Research on Sleep Health Prediction and Algorithms Based on Big Data -- Leveraging Machine Learning for Precipitation Prediction: Enhancing Weather Forecast Accuracy -- Comparing Linear Regression and Decision Trees for Housing Price Prediction -- Comprehensive Analysis of Mobile Robot Target Tracking Technology Based on Computer Vision -- Comprehensive Analysis on Structural Design and Application of Supporting In-Pipe Robot -- Comprehensive analysis of the progress and application for defect detection technology in welding process -- Technology development and application analysis of additive manufacturing technology in the aeronautics and astronautics field -- Development and Application Analysis of 3D Point Cloud Technology Based on Computer Vision in the Field of Welding Robots -- Analysis of the Application of Collaborative Robots inAutomation: Taking Card JAKA Robots as an Example -- Comprehensive Analysis of Inspection Robot Technology and Application in Substation -- Comparison of DDPG and TD3 Algorithms in a Walker2D Scenario -- Comparison of Deep Q Network and Its Variations in a Banana Collecting Environment -- Comparison of DQN And Double DQN ReinforcementLearning Algorithms for Stock Market Prediction. , Comparison of Four Convolutional Neural Network-Based Algorithms for Sports Image Classification -- Comparison of Three Deep Reinforcement Learning Algorithms for Solving the Lunar Lander Problem -- Comparison of Actor-Critic Reinforcement Learning Models for Formulating Stock Trading Strategy -- Comparison of Q-learning and SARSA Reinforcement Learning Models on Cliff Walking Problem -- Evaluation of DQN and Double DQN Algorithms in Flappy Bird Environment -- A Comparison of DQN and Dueling DQN in A Super Mario Environment -- 2Method -- 2.1The Game Environment -- 2.2The Model -- 2.3Scenarios -- Basic. This is a simple scenario which have a box- -- Defend the Center. This scenario include a round s -- Deathmatch. Deathmatch is a 2:30-minute free-for-a -- 3Results -- 3.1The Result of Basic -- 3.2The Result of Defend the Center -- 3.3The Result of Deathmatch -- 4Discussion -- 5Conclusion -- References -- An FM-Wavetable-Synthesized Violin with Natural Vibrato and Bow Pressure -- Accurate and Robust Image Matching Method Based onan Improved FAST Algorithm -- Research on Crude Oil Price Forecasting TechnologyCased on Fbprophet -- Review on Machine Translation Model under Low Resource Condition -- Review on Target Tracking Algorithm Based on Deep Learning -- Image Preprocessing Method Applied on Facial Emotion Recognition Problem -- A Comprehensive Recommendation System for Online Shopping Based on the Google Dataset -- Collaborative Filtering and Sentiment Analysis: Basics to Build a Map Recommender System -- Current Study on Image Restoration Leveraging CNNs and GANs -- A COVID-19 Detection Method based on Deep Learning Model Trained by Chest X-Ray Images -- Athlete Number Plate Application Based on Deep Learning Image Recognition -- 2Visual Acuity Detection Method -- 2.1Comprehensive Optometry Examination -- 2.2Astigmatism Assessment. , 2.3Computerized Optometry -- Automatic Astigmatism Testing. Ophthalmic optical -- 2.4Summary and Limitations -- 3Deep Learning-Based Vision Prevention and Detectio -- 3.1System Structure -- 3.2Eccentric Photography Refraction Technique -- 3.3Image Capture and Localization -- 3.4Faster R-CNN Image Detection -- 3.5Image Processing and Segmentation -- 3.6Feature Parameter Extraction -- 3.7Results -- 4Conclusion -- References -- English Character Recognition based on Deep Learning -- Research on Digital Concept Art Illustrations Style Classification based on Deep Learning -- Medical Image Super-Resolution Reconstruction Algorithms on Deep Learning -- Garbage Image Classification based on Deep Learning -- Current Research on Convolutional Neural Network for Unmanned Driving -- 2Rendering the Ogre: Step-by-Step Analysis -- 2.1Characteristics -- 2.2Texture -- 2.3 Lighting Models -- 2.4Technical Aspects -- 3Comprehensive Exploration of Ogre's Rendering Tech -- 3.1DiffCol (Diffuse Color) -- 3.2SpecCol (Specular Color) -- 3.3Fresnel -- 3.4DirDiff (Directional Diffuse) -- 3.5DirSpec (Directional Specular) -- 3.6EnvDiff (Environmental Diffuse) -- 3.7EnvSpec (Environmental Specular) -- 4Rendering Results and Analysis -- 4.1DiffCol and SpecCol Integration -- 4.2Fresnel Adjustments -- 4.3DirDiff: Main Light Diffuse Reflection -- 4.4DirSpec: Main Light Specular Reflection -- 4.5EnvDiff: Environmental Diffuse Reflection -- 4.6EnvSpec: Environmental Specular Reflection -- 4.7RimLight: Rim Lighting -- 4.8Emission: Self-Illumination -- 4.9Final result -- 5Conclusion -- References -- Mechanisms of Meaning: Absurdism and Realism in Game Design as Philosophical Manifestations in NieR: Automata and Metal Gear Solid -- A Research on Image Processing in Modern E-commerce -- Feasibility and Application of Gal Game on VirtualReality -- 2Model training practice based on RVC. , 2.1Audio collection -- 2.2Training parameter setting -- 2.3Program initiation -- Audio automatic segmentation -- Training -- 3Result -- 3.1Objective evaluation -- 3.2Subjective evaluation -- 4Conclusion -- References -- Application of VR Technology in Games -- Exploring the Blending of Ancient and Modern Chinese Culture through a 3D Model -- An Inter-Software Approach to Presenting Graphics-Related Digital Media -- 2The Design and Implement of the lantern by OpenSCA -- 2.1The lampshade design of the lantern -- 2.2The outer frame design of the lantern -- 2.3The decoration design of the lantern -- 3Rendering in Three.js -- 3.1Platform and environment -- 3.2Normal Map -- 4Rendering in Blender -- 4.1Material mapping -- 4.2Animation -- 4.3Illumination -- 5Result and Discussion -- 6.Conclusion -- References -- Restore Traditional Chinese Lanterns Based onOpenscad and Threejs -- Designing the Chinese Traditional Lantern Model and its Possible Effect in the Application -- Applications and Limitations of Machine Learning inComputer Graphics -- A Mathematical Solution To 2D Light IntensityCalculation -- 2 Analysis of AI Applications in Gaming -- 2.1 Programming -- 2.2 Intelligent strategy -- 2.3 Game testing -- 2.4 Game promotion -- 3 The Challenges of AI in the Gaming Field -- 3.1 Inflexible Behavior -- 3.2 Legal and Ethical Concerns -- 3.3 Lack of Emotions and Creativity -- 4 Conclusion -- References -- The Investigation of Communications Protocol -- Bernoulli Distribution Simulator and Random Function -- An Investigation of Student Facial Expression Recognition Based on Machine Learning Algorithms -- Content-based Filtering for Improving Movie Recommender System -- Restaurant Recommendation System Based on TF-IDFVectorization: Integrating Content-Based and CollaborativeFiltering Approaches -- 1 Introduction -- 1.3 Research content. , 1.4 Chapter Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Random forest -- 3.2 Gradient boosting -- 3.3 Optuna -- 4Experiment -- 5Conclusion -- References -- Robustness Exploration of the Twin-Delayed DeepDeterministic Policy Gradient Algorithm Under NoiseAttack -- 2Method -- 2.1Traditional Machine Learning-Based Semantic Segmen -- 2.2Densely Connected Neural Architecture Search (DCNA -- 2.3High-Resolution Network with Object-Contextual Rep -- 2.4Panoptic-DeepLab -- 2.5EfficientPS -- 2.6Vision Transformer Adapter (ViT-Adapter)-L -- 2.7InverseForm -- 2.8Hierarchically Supervised Semantic Segmentation (H -- 2.9InternImage-H -- 3Result -- 4Conclusion -- References -- Analyzing Student Achievement: Data Processing Models in Education -- Python-based Population Forecasting with Standard Deviation Analysis -- Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python -- Machine Learning Approaches for Predicting Exoplanet Livability: A Comprehensive Analysis -- Write A Code Using Linear Regression and NeuralLayered Structure To Predict The House Price -- Predicting UPDRS Scores in Parkinson's Disease Based on Deep Learning.

Additional Edition: Print version: Ahmad, Badrul Hisham Proceedings of the 2023 International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2023) Dordrecht : Atlantis Press (Zeger Karssen),c2024 ISBN 9789464633696

Language: English

Keywords: Electronic books.

URL: Click to View