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

• Author(s): Daniel Asante Otchere • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Physics - GeophysicsThis book covers unsupervised learning, supervised learning, clustering approaches, feature engineering, explainable AI and mult...

• Author(s): Ankur Awadhiya • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - Environmental (See Also Environmental Science)Machine learning touches our lives in quiet and remarkable ways. It helps doctors detect illnesse...

• Author(s): Tsutomu T. Takeuchi • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Astronomy - GeneralAs investigations into our Universe become more complex, in-depth, and widespread, galaxy surveys are requiring state-of-the-art da...

• Author(s): Tsutomu T. Takeuchi • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Astronomy - GeneralAs investigations into our Universe become more complex, in-depth, and widespread, galaxy surveys are requiring state-of-the-art da...

• Author(s): Natasa Kleanthous | Abir Hussain • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Life Sciences - Zoology - Ethology (Animal Behavior)This book is a comprehensive guide to applying machine learning to animal behavior an...

• Author(s): Caroline Desgranges | Jerome Delhommelle • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Physics - GeneralThe book builds on the analogy between social groups and assemblies of molecules to introduce the concepts of st...

• Author(s): Michel Speiser • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Earth Sciences - GeneralArtificial Intelligence and Systems of the Earth is a book about the potential and capabilities of artificial intelligence (AI) and...

• Author(s): Sushmita Mitra | Sujay Datta | Theodore Perkins • Publisher: CRC Press • Publisher Imprint: Chapman and Hall/CRC • BISAC: Life Sciences - BiochemistryLucidly Integrates Current ActivitiesFocusing on both fundamentals and recent advan...

• Author(s): Biswajit Jena | Sanjay Saxena | Sudip Paul • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Life Sciences - NeuroscienceThis book explores the application of machine learning to the understanding, early diagnosis, and m...

• Author(s): Mohamed El-Amin • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Mechanics - FluidsThe rapid growth of machine learning in recent years has made it a popular tool for data analysis, modeling, and predictions. As more da...

• Author(s): Sriparna Saha | Lidia Ghosh • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: BioinformaticsThe technological advancements made in recent decades have not only helped us better comprehend the morphology and physiology of...

• Author(s): Durga Lal Shrestha • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Earth Sciences - GeologyThis book describes the use of machine learning techniques to build predictive models of uncertainty with application to hydrol...

• Author(s): John R. Helliwell • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - GeneralThere is a limited understanding amongst scientists, students, and the public about realizing trust in scientific findings. This shou...

• Author(s): Theodore Simos • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: GeneralThe aim of IeCCS 2005, which was held in May 2005, was to bring together leading scientists of the international Computer Science community and to a...

• Author(s): Amit Awasthi | Kanhu Charan Pattnayak | Gaurav Dhiman • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Environmental Science (See Also Chemistry - Environmental)This book is a comprehensive overview of advancements in a...

• Author(s): Theodore Simos • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: GeneralThe aim of IeCCS 2005, which was held in May 2005, was to bring together leading scientists of the international Computer Science community and to a...

• Author(s): Praveen Kumar | Mike Folk | Momcilo Markus • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Earth Sciences - HydrologyModern hydrology is more interdisciplinary than ever. Staggering amounts and varieties of information...

• Author(s): Zhiling Zheng • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - Computational & Molecular ModelingIn recent years, LLMs (such as ChatGPT, Claude, DeepSeek, LLaMA, and other transformer-based models) have ...

• Author(s): Nagendra Kayastha • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Earth Sciences - HydrologyDue to the complexity of hydrological systems a single model may be unable to capture the full range of a catchment response a...

• Author(s): Bipin Kumar Rai | Rupa Rani | Gautam Kumar • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Life Sciences - Genetics & GenomicsThe objective of the book is to use advanced deep learning techniques to unlock the comp...

• Author(s): Niha Ansari • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: CriminologyMachine Learning in Forensic Evidence Examination discusses methodologies for the application of machine learning to the field of forensic science.

• Author(s): Abebe Andualem Jemberie • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Environmental Science (see also Chemistry - Environmental)The complementary nature of physically-based and data-driven models in their demand for ...

• Author(s): Frank R. Spellman • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: EnergyThe Science of AI for Energy Storage presents a comprehensive exploration of the intersection between artificial intelligence (AI) and energy stor...

• Author(s): Faridoddin Shariaty | Sanjiban Sekhar Roy • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Life Sciences - NeuroscienceThe book extensively explores Brain-Computer Interfaces (BCIs), emphasizing both the theoretical fou...

• Author(s): Anoop Kumar Mukhopadhyay | Dhaneshwar Mishra • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: NanoscienceThis book provides information on the basics of deformation and fracture in materials and on current, state-of-the...

• Author(s): Gerald Augusto Corzo Perez • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Environmental Science (see also Chemistry - Environmental)This book presents the investigation of possibilities and different architectures of ...

• Author(s): Maurizio Mazzoleni • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Environmental ScienceOn a global scale, sewage represents the main point-source of water pollution and is also the predominant source of nitrogen conta...

• Author(s): Tarikul Islam | Shakeb Khan | Mohammad Khan • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Physics - Condensed MatterAdvanced Solid-state Devices for Emerging Technologies provides a comprehensive overview of the tran...

• Author(s): Chong Qi • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Physics - Mathematical & ComputationalThis book provides an accessible introduction to mathematical methods essential for physics, engineering, and modern co...

• Author(s): Radislav A. Potyrailo | Wilhelm F. Maier • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - Industrial & TechnicalThe development of parallel synthesis and high-throughput characterization tools offer scie...

• Author(s): Uma Maheswari V. | Rajanikanth Aluvalu • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Public Policy - Economic PolicyThis book covers the fundamental concepts of private AI and its applications. It also covers fusion ...

• Author(s): Jonathan Raper • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Earth Sciences - GeographyThe way people normally view a GIS is 2-dimensional, a greatly limiting form. However, as developments occur within the field, re...

• Author(s): Michael Siek • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Earth Sciences - OceanographyAccurate predictions of storm surge are of importance in many coastal areas in the world to avoid and mitigate its destructive i...

• Author(s): Yanan Wang | Yangquan Chen • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: EnergyThis book focuses on fractional order (non-integer order) modeling (FOM) techniques coupled with deep neural network-based intelligent mo...

• Author(s): Andrew Skidmore • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Environmental ScienceMost government agencies and private companies are investing significant resources in the production and use of geographical data. Th...

• Author(s): Ambrish Kumar Srivastava • Publisher: CRC Press • Publisher Imprint: CRC Press • BISAC: Chemistry - Physical & TheoreticalThe book covers a diverse range of topics based on computational studies, including modeling and simulation...