Arama Sonuçları - "Statistical learning"

The elements of statistical learning : data mining, inference, and prediction / Yazar: Hastie, Trevor

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Statistical learning with sparsity : the lasso and generalizations / Yazar: Hastie, Trevor

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The nature of statistical learning theory / Yazar: Vapnik, Vladimir Naumovich

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Data Privacy: Foundations, New Developments and the Big Data Challenge Yazar: Torra, Vicenç

İçindekiler: “…Introduction -- Machine and Statistical Learning -- On the Classification of Protection Procedures -- User's privacy -- Privacy Models and Disclosure Risk Measures -- Masking methods -- Information loss: evaluation and measures -- Selection of masking methods -- Conclusions.…”
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Failure Characteristics Analysis and Fault Diagnosis for Liquid Rocket Engines Yazar: Zhang, Wei

İçindekiler: “…Introduction -- Failure pattern and corresponding mechanism analysis of liquid Rocket engines (LRE) -- Analysis method of failure model for LRE -- Failure characteristics analysis of LRE -- Fault diagnosis of LRE based on artificial neural net -- Fault diagnosis method based on Wavelet transform -- Fault diagnosis method based on artificial immune system -- Fault diagnosis method based on fuzzy theory -- Fault analysis and diagnosis method based on statistical learning theory -- Fault diagnosis method based on hide Markov model -- Fault prediction method of LRE.…”
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Computational Sustainability

İçindekiler: “…Sustainable Development and Computing - an Introduction -- Wind Power Prediction with Machine Learning -- Statistical Learning for Short-Term Photovoltaic Power Predictions -- Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks -- A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction -- Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants -- Global Monitoring of Inland Water Dynamics: State-of-the-art, Challenges, and Opportunities -- Installing Electric Vehicle Charging Stations City-Scale: How Many and Where? …”
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Intelligent Computing Proceedings of the 2018 Computing Conference, Volume 2 /

İçindekiler: “…Statistical Learning of Lattice Option Pricing and Traders' Behavior using Ising Spin Model for Asymmetric Information Transitions -- Deep Time Series Neural Networks and Fluorescence Data Stream Noise Detection -- Controlled Under-Sampling with Majority Voting Ensemble Learning for Class Imbalance Problem -- Optimisation of Hadoop MapReduce Configuration Parameter Settings using Genetic Algorithms -- Fast Interpolation and Fourier Transform in High-Dimensional Spaces -- Developing an Asynchronous Technique to Evaluate the Performance of SDN HP Aruba Switch and OVS -- Energy Aware Cluster-Head Selection for Improving Network Life Time in Wireless Sensor Network -- Estimation of Stress Condition of Children by Nasal Skin Temperature -- Private Collaborative Business Benchmarking in the Cloud -- Mobile Phone Operations Just by Sight and its Applications -- Music4D: Audio Solution for Virtual Reality -- Enabling STEAM (Science, Technology, Engineering, Arts, Mathematics) Education with Virtual Reality.…”
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Cognitive Supervision for Robot-Assisted Minimally Invasive Laser Surgery Yazar: Fichera, Loris

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Emerging Applications of Control and Systems Theory A Festschrift in Honor of Mathukumalli Vidyasagar /

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Mechatronics for Cultural Heritage and Civil Engineering

İçindekiler: “…1 Mechatronics in the process of cultural heritage and civil infrastructure management -- Part I - ROBOTICS AND AUTOMATION -- 2 Timed cellular automata based tool for the analysis of urban road traffic models -- 3 Process analysis of cable-driven parallel robots for automated construction -- 4 Design of reconfigurable cable-driven parallel robots -- 5 Distance geometry in active structures -- 6 New trends in residential automation -- Part II - DIGITAL TECHNOLOGIES FOR CULTURAL HERITAGE -- 7 Digital technology and mechatronic systems for the architectural 3D metric survey -- Cultural Heritage documentation, analysis and management using Building Information Modeling: state-of-the-art and perspectives -- 9 3D survey system and digital simulations for structural monitoring of rooms at the Uffici Museum in Florence -- 10 Spacagna, Modoni, GIS based study of the land subsidence in the city of Bologna -- 11 Infrared thermography of walls in residential buildings in historic workers' housing estates in Upper Silesia -- Part III - MONITORING OF CIVIL STRUCTURES -- 12 Structural Health Monitoring systems for Smart Heritage and infrastructures in Spain -- 13 Data-driven approach to Structural Health Monitoring using statistical learning algorithms -- 14 Vibration-based monitoring of civil structures with subspace-based damage detection -- 15 Numerical and experimental investigations of reinforced masonry structures across multiple scales -- 16 Monitoring and maintenance of customized structures for underground environments: the case of Gran Sasso National Laboratory.…”
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