This book attempts to provide such an overview, and is aimed at anyone who wants to get the most outof large database-general, marketing and IT management, or any professional who wants a high-level overview of the process. We have tried to make the book as accessible as possible. It contains no complicated mathematics, and we have used many examples from our daily practice. Data mining is impo…
Rocks formed during different geologic time record the diverse evolution of the geosphere and biosphere. In the past decades, substantial geoscience data have been made open access, providing invaluable resources for studying the stratigraphy in different regions and at different scales. However, many open datasets have information recorded in natural language with heterogeneous terminologies, …
This presents a novel hybrid 24-h forecasting model of convective weather events based on numerical simulation and machine learning algorithms. To characterize the convective events, 13-year from 2008 up to 2020 of precipitation data from the main airport stations in Rio de Janeiro, Brazil, and atmospheric discharges from the surrounding area of around 150 km are investigated. The Weather Resea…
Review of 1983 program, tabulated results of the Doppler observations on the border doppler stations were provided by the Republic of Indonesia and by Papua New Guinea and compared at the meeting. Tese tables are attached as appendices I and II, respectively. 1984 program, it was agreed that for the 1984 programs, these aerial photography specification be discussed first to determine the requir…
A network of control points known as benchmarks on which the height is known. The height are defined by means of geometric levelling and a datum definition. The geometric levelling connects among the benchmarks by lines and loops. The height than provides the basis for height measurements referring to an unified adopted vertical eference surface for many purposes such as : mapping for any scale…
Buku ini disusun dalam bentuk teori dasar singkat dan dilanjutkan dengan terapannya untuk kasus tertentu dengan bahasa pemrograman Matlab.Diakhir tulisan dicsntumksn teori dasarnya. Dan di Bab 1 membahas tinjauan singkat mengenai konsep data mining dan dilanjutkan dengan penerapannya lewat metode-metode tertentu. Bab II tentang Decision Tree selesai, dilanjutkan dengan metode-metode klasifikasi…
Ada 4 bagian utama dalam data mining yang menjadi kekuatan buku ini, yaitu bab mengenai klasifikai, analisis kelompok, deteksi anomali, dan analisis asosiasi. Metode-metode klasifikasi yang dibahas meliputi K-Nearest Neighbor, Naive Bayes, Perceptron, MLP Backpropagation, Support Vector Machine, dan Fuzzy K-Nearest Neighboor. Metode-metode analisis kelompok yang dibahas meliputi K-Means, Hierar…