Search results for “[Subject: data-science-machine-learning]”

• Author(s): Patrick Bangert • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Power Resources - ElectricalMachine Learning and Data Science in the Power Generation Industry explores current best practices and quantifies the value-add ...

• Author(s): Yinhai Wang • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: GeneralData-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using met...

• Author(s): Camporeale, Wing | Johnson • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Physics - GeophysicsMachine Learning Techniques for Space Weather provides a thorough and accessible presentation of machine learning techniques ...

• Author(s): Saeid Eslamian • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Environmental Science (see also Chemistry - Environmental)Advanced Machine Learning Techniques includes the theoretical foundations of modern machine learnin...

• Author(s): Silvio José Gumiere | Hossein Bonakdari • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Earth Sciences - GeologyComputational Methods for Time-Series Analyses in Earth Sciences bridges the gap between theoretical knowled...

• Author(s): Nalepa Jakub • Publisher: Elsevier • Publisher Imprint: Elsevier • Subject: Computer Science and Information Technology • BISAC: TransportationSmart Delivery Systems: Solving Complex Vehicle Routing Problems examines both exact and a...

• Author(s): Joern Helbert • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Space Science - GeneralMachine Learning for Planetary Science presents planetary scientists with a way to introduce machine learning into the research workflo...

• Author(s): Petr Skoda • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Earth Sciences - GeneralKnowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscienc...

• Author(s): Jahan B. Ghasemi • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Chemistry - Physical & TheoreticalMachine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling outlines key...

• Author(s): Jingli Ren • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Data Science - GeneralMathematical Methods in Data Science covers a broad range of mathematical tools used in data science, including calculus, linear algebra, o...

• Author(s): Saurabh Prasad • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Earth Sciences - GeneralAdvances in Machine Learning and Image Analysis for GeoAI presents recent advances in applications and algorithms that are at the int...

• Author(s): Valerio Carruba • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Physics - AstrophysicsMachine Learning for Small Bodies in the Solar System provides the latest developments and methods in applications of Machine Learning...

• Author(s): Biswajeet Pradhan | Daichao Sheng | Xuzhen He • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Environmental Science (see also Chemistry - Environmental)Machine Learning in Geohazard Risk Prediction and Assessment: From M...

• Author(s): Chenguang Zhu • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Artificial Intelligence - Natural Language ProcessingMachine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MR...

• Author(s): David A. Wood • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: PetroleumImplementation and Interpretation of Machine and Deep Learning to Applied Subsurface Geological Problems: Prediction Models Exploiting Well-Log Infor...

• Author(s): Mohammadreza Daneshvar | Behnam Mohammadi-Ivatloo | Kazem Zare • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Power Resources - ElectricalPhysics-Aware Machine Learning for Integrated Energy Systems Management, a new re...

• Author(s): Gurminder Singh • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: MechanicalMachine Learning for Powder-based Metal Additive Manufacturing outlines machine learning (ML) methods for additive manufacturing (AM) of metals th...

• Author(s): Yinhai Wang • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Economics - GeneralTransportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametr...

• Author(s): Hui Liu • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Public TransportationSmart Metro Station Systems: Data Science and Engineering introduces key technologies in data science and engineering for smart metro station s...

• Author(s): Marina Cocchi • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Chemistry - AnalyticData Fusion Methodology and Applications explores the data-driven discovery paradigm in science and the need to handle large amounts of di...

• Author(s): Shuvajit Bhattacharya • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Business & Productivity Software - Business IntelligenceAdvances in Subsurface Data Analytics: Traditional and Physics-Based Approaches brings tog...

• Author(s): Chongchong Qi • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Civil - GeneralMachine Learning Applications in Industrial Solid Ash begins with fundamentals in solid ash, covering the status of solid ash generation and ma...

• Author(s): Steven J. Fletcher • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Physics - GeophysicsData Assimilation for the Geosciences: From Theory to Application, Second Edition brings together all of the mathematical and statist...

• Author(s): Licheng Jiao • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Engineering (General)Brain and Nature-Inspired Learning, Computation and Recognition presents a systematic analysis of neural networks, natural computing, mach...

• Author(s): Dong Wang | Tongtong Yan • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: MechanicalMachine Performance Degradation Assessment: Convex Optimization Models and Their Interpretable Data Fusion Applications is an essential r...

• Author(s): Arun Lal Srivastav • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Life Sciences - BiologyVisualization Techniques for Climate Change with Machine Learning and Artificial Intelligence covers computer-aided artificial int...

• Author(s): Pavlo O. Dral • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Chemistry - Physical & TheoreticalQuantum chemistry is simulating atomistic systems according to the laws of quantum mechanics, and such simulations are e...

• Author(s): Tianyi Zhao | Chengyu Zhang | Ben Jiang • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Power Resources - ElectricalMachine Learning and Data Analysis for Energy Efficiency in Buildings: Intelligent Operation, Maintenanc...

• Author(s): Jennifer Dunn • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Environmental Science (see also Chemistry - Environmental)Data Science Applied to Sustainability Analysis focuses on the methodological considerations associa...

• Author(s): Shun-Zheng Yu • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Artificial Intelligence - Expert SystemsHidden semi-Markov models (HSMMs) are among the most important models in the area of artificial intelligence / machine...

• Author(s): Assefa Melesse • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Physics - GeophysicsRemote Sensing of Soil and Land Surface Processes: Monitoring, Mapping, and Modeling couples artificial intelligence and remote sensing f...

• Author(s): Mohammad-Hassan Khooban • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Power Resources - ElectricalApplications of Deep Machine Learning in Future Energy Systems pushes the limits of current Artificial Intelligence tech...

• Author(s): Dan Zhang • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: ElectricalLearning Control: Applications in Robotics and Complex Dynamical Systems provides a foundational understanding of control theory while also introducing ...

• Author(s): Ravinesh Deo • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: EnergyPredictive Modeling for Energy Management and Power Systems Engineering introduces readers to the cutting-edge use of big data and large computational in...

• Author(s): Kundan Meshram • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Civil - GeneralMachine Learning Applications in Civil Engineering discusses machine learning and deep learning models for different civil engineering applica...

• Author(s): Amit Kumar Yadav | Hasmat Malik | Majed A. Alotaibi • Publisher: Elsevier • Publisher Imprint: Elsevier • BISAC: Industries - EnergyIntelligent Data Analytics for Solar Energy Prediction and Forecasting: Advances in Resource Assessme...