Discover all-practical implementations of the key algorithms and models for handling unlabelled data. Full of case studies demonstrating how to apply each technique to real-world problems.Models and Algorithms for Unsupervised Learn...Lasīt vairāk
This new edition expands and revises the book throughout, with new material added to existing chapters, including short case studies, as well as adding new chapters on explainable AI, and big data. An authoritative and accessible o...Lasīt vairāk
Algorithms in Advanced Artificial Intelligence is a collection of papers on emerging issues, challenges, and new methods in Artificial Intelligence, Machine Learning, Deep Learning, Cloud Computing, Federated Learning, Internet of Things, a...Lasīt vairāk
A simple, enduring framework for understanding the complex world of AI and machine learning-- A simple, enduring framework for understanding the complex world of AI and machine learningupdated with a new preface.As the capab...Lasīt vairāk
Sebastiano Boscarino, Lorenzo Pareschi, Giovanni Russo
Sērija : Mathematical Modeling and Computation
(Izdošanas datums: 30-Apr-2025, Paperback / softback, Izdevniecība: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611978193)
Implicit-explicit (IMEX) time discretization methods have proven to be highly effective for the numerical solution of a wide class of evolutionary partial differential equations (PDEs) across various contexts. These methods have become mainstream fo...Lasīt vairāk
The Computer Always Wins is a joyful and accessible introduction to computer science, with the key ideas framed through the lens of board games and strategy games that readers already know-- An engaging and approachable resource for begi...Lasīt vairāk
Alexander M. Dalzell, Aleksander Kubica, Sam McArdle, Mario Berta, Przemyslaw Bienias, Chi-Fang Chen, Andrįs Gilyén, Connor T. Hann, Michael J. Kastoryano, Emil T. Khabiboulline...
Ever since Shors quantum algorithm for factoring integers was discovered three decades ago, showing that quantum algorithms could solve a problem relevant to everyday cryptography, researchers have been working to expand the list of real-world probl...Lasīt vairāk
The study of distributed algorithms provides the needed background in many real-life applications, such as: distributed real-time systems, wireless sensor networks, mobile ad hoc networks and distributed databases.The main goal of Guid...Lasīt vairāk
Road congestion imposes major financial, social, and environmental costs. One solution is the operation of high-occupancy toll (HOT) lanes. This book outlines a method for dynamic pricing for HOT lanes based on non-linear programming (NLP) techniq...Lasīt vairāk
In addition to teaching developers how to solve complex problems, Data Structures and Algorithms in JavaScript is strong preparation for coding interviews and programming competitions. For JavaScript developers, this book is the bes...Lasīt vairāk
(Izdošanas datums: 14-Jan-2025, Paperback / softback, Izdevniecība: Morgan Kaufmann Publishers In, ISBN-13: 9780443292026)
Neural Network Algorithms and Their Engineering Applications presents the relevant techniques used to improve the global search ability of neural network algorithms in solving complex engineering problems with multimodal properties. The book p...Lasīt vairāk
Computational complexity is critical in analysis of algorithms and is important to be able to select algorithms for efficiency and solvability. Algorithm and Design Complexity initiates with discussion of algorithm analysis, time-space trade-off,...Lasīt vairāk
This book demonstrates how optimization techniques can solve hospital analytics problems. It covers advanced heuristic, meta-heuristic, DL/ML, multi-criteria decision making (MCDM), and prescriptive models, but also encompasses different supply ch...Lasīt vairāk
Enter the wonderful world of graph algorithms, where youll learn when and how to apply these highly useful data structures to solve a wide range of fascinating (and fantastical) computational problems.Graph Algorithms the Fun Way...Lasīt vairāk
Master advanced algorithm design techniques to tackle complex programming challenges and optimize application performance Key Features Develop advanced algorithm design skills to solve modern computational problems Learn state-...Lasīt vairāk
Based on more than 10 years of the authors experience in the area, this book targets researchers and graduate students who would like to learn how to design and implement parallel direct solvers for mesh-based computations. It presents an alterna...Lasīt vairāk
This book focuses on how new technologies are raising and reshaping ethical questions and practices that aim to automate ethics into program outputs.With new powerful technologies come enhanced capacities to act, which in turn require new e...Lasīt vairāk
With the evolution of soft computing, bio-inspired algorithms have gained more attention in recent years. This book is aimed at undergraduates, graduates and researchers working in the domain of wireless networks. Wireless Sensor N...Lasīt vairāk
