Search Results - computer program (basic OR based) data processing.
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4614by Refaat, Shady S., Ellabban, Omar, Bayhan, Sertac, Abu-Rub, Haithem, Blaabjerg, Frede, Begovic, Miroslav M., 1956-Table of Contents: “...Data Management in Smart Grid -- 10.1Introduction -- 10.2 Sources of Data in Smart Grid -- 10.3Big Data Era -- 10.4Tools to Manage Big Data -- 10.4.1 Apache Hadoop -- 10.4.2 Not Only SQL (NoSQL) -- 10.4.3 Microsoft HDInsight -- 10.4.4 Hadoop MapReduce -- 10.4.5 Cassandra -- 10.4.6 Storm -- 10.4.7 Hive -- 10.4.8 Plotly -- 10.4.9 Talend -- 10.4.10 Bokeh -- 10.4.11 Cloudera -- 10.5Big Data Integration, Frameworks, and Data Bases -- 10.6Building the Foundation for Big Data Processing -- 10.6.1 Big Data Management Platform -- 10.6.1.1 Acquisition and Recording. -- 10.6.1.2 Extraction, Cleaning, and Prediction. -- 10.6.1.3 Big Data Integration -- 10.6.2 Big Data Analytics Platform -- 10.6.2.1 Modeling and Analysis -- 10.6.2.2 Interpretation -- 10.7Transforming Big Data for High Value Action -- 10.7.1 Decide what to produce -- 10.7.2 Source the raw materials -- 10.7.3 Produce insights with speed -- 10.7.4 Deliver the goods and act -- 10.8Privacy Information Impacts on Smart Grid. -- 10.9Meter Data Management for Smart Grid -- 10.10 Summary -- 10.11 References -- 11. ...”
Published 2021
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4615
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4617Published 2015Table of Contents: “...Measuring Traffic Congestion with Taxi GPS Data and Travel Time Index -- Methodology on the Hierarchical Classification of the Megalopolis Transportation Corridor -- Prediction Model of Chinese Urban Rail Transit Network Scale -- Research on a Combined Trip Distribution and Assignment Model Considering Reliability under the Influence of Traveler Information -- Research on Dynamic Adjustment Strategy of Metro Fare Based on Game Theory -- Research on Expressway Service Area Location and Classification -- Research on the Features and Combinations of the Basic Functional Units (BFUs) of Bogies for Modern Rail Transit Vehicles -- Research on the Travel Behavior of Landless Farmers in the Process of Urbanization A Case Study in China -- Shared Parking Policy Analysis Based on Game Theory -- Short-Distance Trip Mode Choice Behavior of the Elderly -- Special Service for Enhancing Late Arrival Passengers' Possibility of Catching High-Speed Train's Departure Based on Arena Simulation -- Specification and Estimation of the UrbanSim2 Model in Salt Lake City, Utah, USA....”
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Conference Proceeding eBook -
4618
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4619by Chen, Pin-YuTable of Contents: “...14 Certified robustness training -- 14.1 A framework for certified robust training -- 14.2 Existing algorithms and their performances -- Interval bound propagation (IBP) -- Linear relaxation-based training -- 14.3 Empirical comparison -- 14.4 Extended reading -- 15 Adversary detection -- 15.1 Detecting adversarial inputs -- 15.2 Detecting adversarial audio inputs -- 15.3 Detecting Trojan models -- 15.4 Extended reading -- 16 Adversarial robustness of beyond neural network models -- 16.1 Evaluating the robustness of K-nearest-neighbor models -- A primal-dual quadratic programming formulation -- Dual quadratic programming problems -- Robustness verification for 1-NN models -- Efficient algorithms for computing 1-NN robustness -- Extending beyond 1-NN -- Robustness of KNN vs neural network on simple problems -- 16.2 Defenses with nearest-neighbor classifiers -- 16.3 Evaluating the robustness of decision tree ensembles -- Robustness of a single decision tree -- Robustness of ensemble decision stumps -- Robustness of ensemble decision trees -- Training robust tree ensembles -- 17 Adversarial robustness in meta-learning and contrastive learning -- 17.1 Fast adversarial robustness adaptation in model-agnostic meta-learning -- When and how to incorporate robust regularization in MAML? ...”
Published 2023
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4620