Machine Learning - Algorithms and Applications

Informationen zum Autor Mohssen Mohammed, Muhammad Badruddin Khan, Eihab Bashier Mohammed Bashier Klappentext Machine learning, one of the top emerging sciences, has an extremely broad range of applications. Zusammenfassung Machine learning, one of the top emerging sciences, has an extremely broad range of applications. Inhaltsverzeichnis Exact String Matching Algorithms. Brute-Force Algorithm. Aho-Corasick Algorithm. Boyer-Moore Algorithm. Rabin–Karp Algorithm. Knuth–Morris–Pratt Algorithm. Approximate String Matching Algorithms. Longest Common Subsequence. Longest Increasing Subsequence. Longest Common Substring. Supervised Learning. Decision Trees. C4.5 Algorithm. RIPPER Algorithm. Perceptron-Based Techniques. Naive Bayes Classifiers. Bayesian Networks. Instance-Based Learning. Support Vector Machines. Unsupervised Learning. Bayes Rule. Factor Analysis. Principal Components Analysis (PCA). Independent Components Analysis (ICA). Mixture of Gaussians. K-Means. Expectation-Maximization (EM) Algorithm. State-Space Models (Ssms). Hidden Markov Models (Hmms). Undirected Graphs. Directed Graphs. Factor Graphs.

Product details

• Authors: Eihab Bashier Mohammed Bashier, Bashier Eihab Bashier Mohammed, Muhammad Badruddin Khan, Khan Muhammad Badruddin, Mohssen Mohammed, Mohssen (Al-Imam Muhammad Ibn Saud Unive Mohammed, Mohammed Mohssen
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 18.07.2016
• EAN: 9781498705387
• ISBN: 978-1-4987-0538-7
• No. of pages: 226
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing > IT; machine learning, COMPUTERS / Programming / Algorithms, algorithms and data structures, Algorithms & data structures, COMPUTERS / Data Science / Machine Learning, machine learning;machine learning algorithms;smart machines