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

• Author(s): Luiz Paulo Favero • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralData Science, Analytics and Machine Learning with R explains the principles of data mining and machine learni...

• Author(s): Jugal K. Kalita • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Computer ScienceFundamentals of Data Science: Theory and Practice presents basic and advanced concepts in data science along with real-life appl...

• Author(s): Miltiadis Lytras • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Life Sciences - Molecular BiologyNext Generation eHealth: Applied Data Science, Machine Learning and Extreme Computational Intelligence discuss...

• Author(s): Amit Kumar Tyagi • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyData Science for Genomics presents the foundational concepts of data science as they pertain to genomics, encompassing the process...

• Author(s): Xin-She Yang • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: AppliedIntroduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behind all key algorithms and techniques for ...

• Author(s): Utku Kose • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyData Science for COVID-19, Volume 2: Societal and Medical Perspectives presents the most current and leading-edge research into the appli...

• Author(s): Zhangyang Wang • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Image ProcessingDeep Learning through Sparse Representation and Low-Rank Modeling bridges classical sparse and low rank models--those that emphas...

• Author(s): Arni S. R. Srinivasa Rao • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Probability & Statistics - Stochastic ProcessesDeep Learning, Volume 48 in the Handbook of Statistics series, highlights new advanc...

• Author(s): Rajesh Kumar Tripathy • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Data Science - Neural NetworksSignal Processing Driven Machine Learning Techniques for Cardiovascular Data Processing features recent adva...

• Author(s): Tilottama Goswami • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralStatistical Modeling in Machine Learning: Concepts and Applications presents the basic concepts and roles of ...

• Author(s): Sergios Theodoridis • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Engineering (General)Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning...

• Author(s): Abdulhamit Subasi • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralPractical Machine Learning for Data Analysis Using Python is a problem solver's guide for creating real-world...

• Author(s): S. Kevin Zhou • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Data Science - GeneralThis book describes the technical problems and solutions for automatically recognizing and parsing a medical image into mult...

• Author(s): Utku Kose • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyData Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and eliminat...

• Author(s): Stephanie K. Ashenden • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - Expert SystemsThe Era of Artificial Intelligence, Machine Learning and Data Science in the Pharmaceutical Indust...

• Author(s): Partha Pratim Sarangi • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - Natural Language ProcessingMachine Learning for Biometrics: Concepts, Algorithms and Applications highlights the...

• Author(s): Sergios Theodoridis • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Data Science - Data Modeling & DesignIntroduction to Pattern Recognition: A Matlab Approach is an accompanying manual to Theodoridis/Kou...

• Author(s): Aboul Ella Hassanien • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - Expert SystemsArtificial Intelligence and Industry 4.0 explores recent advancements in blockchain technology and ...

• Author(s): Shih-Chia Huang • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyPrinciples and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning...

• Author(s): Mohsen Asadnia • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - Expert SystemsArtificial Intelligence and Data Science in Environmental Sensing provides state-of-the-art information o...

• Author(s): Wei Yu • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Expert SystemsEdge Intelligence in Cyber-Physical Systems: Foundations and Applications provides a comprehensive overview of best practices for building ...

• Author(s): Pradeep N • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyDemystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics presents the changing world of data utilization, espe...

• Author(s): Peter Wittek • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralQuantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied resear...

• Author(s): Michael Ying Yang • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Image ProcessingMultimodal Scene Understanding: Algorithms, Applications and Deep Learning presents recent advances in multi-modal computing, ...

• Author(s): Benjamin Moseley • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Earth Sciences - GeologyAdvances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in ...

• Author(s): Daniel M. Rice • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralCalculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines is a must-read for all scientists ab...

• Author(s): Guorong Wu • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Software Development & Engineering - Computer GraphicsMachine Learning and Medical Imaging presents state-of- the-art machine learning methods in...

• Author(s): Hong Qu • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Data Science - Neural NetworksTowards Neuromorphic Machine Intelligence: Spike-Based Representation, Learning, and Applications provides readers with in...

• Author(s): Nilanjan Dey • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyMachine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification ...

• Author(s): Karthik Duraisamy • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Chemical & BiochemicalData-driven Analysis and Modeling of Turbulent Flows provides an integrated treatment of modern data-driven methods ...

• Author(s): Jen-Tzung Chien • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Engineering (General)Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separatio...

• Author(s): Harsh S. Dhiman • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: EnergySupervised Machine Learning in Wind Forecasting and Ramp Event Prediction provides an up-to- date overview on the broad area of wind gener...

• Author(s): Xiaoxiao Li | Ziyue Xu | Huazhu Fu • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: BiotechnologyFederated Learning for Medical Imaging: Principles, Algorithms, and Applications gives a deep understanding of t...

• Author(s): Tshilidzi Marwala • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralHamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, ...

• Author(s): Yong Zhou • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Mobile & Wireless CommunicationsMachine Learning for Low-Latency Communications presents the principles and practice of various deep learning meth...

• Author(s): Dinh Thai Hoang | Nguyen Quang Hieu | Diep N. Nguyen • Publisher: Academic Press • Publisher Imprint: Academic Press • BISAC: Artificial Intelligence - GeneralAdvanced Machine Learning for Cyber-Attack Detection in IoT Networks analy...