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Ditemukan 241 dokumen yang sesuai dengan query

Petra Perner, editor

Advances in data mining : applications and theoretical aspects : 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012 : proceedings

This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and...

Berlin : Springer-Verlag, 2012

e20406361

eBooks Universitas Indonesia Library

Wu, Junjie, author

Advances in K-means clustering: a data mining thinking

This book addresses these challenges and makes novel contributions in establishing theoretical frameworks for K-means distances and K-means based consensus clustering, identifying the "dangerous" uniform effect and zero-value dilemma of K-means, adapting right measures for cluster validity, and integrating K-means with SVMs for rare class analysis. This book not only...

Berlin: Springer-Verlag, 2012

e204063793

eBooks Universitas Indonesia Library

Runkler, Thomas A., author

Data analytics: models and algorithms for intelligent data analysis

This book is a comprehensive introduction to the methods and algorithms and approaches of modern data analytics. It covers data preprocessing, visualization, correlation, regression, forecasting, classification, and clustering. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data...

Wiesbaden: Springer, 2012

e20406681

eBooks Universitas Indonesia Library

Jingrui, He, author

Analysis of rare categories

This book focuses on rare category analysis, where the majority classes have smooth distributions, and the minority classes exhibit the compactness property. Furthermore, it focuses on the challenging cases where the support regions of the majority and minority classes overlap...

Berlin: [, Springer-Verlag], 2012

e20409960

eBooks Universitas Indonesia Library

Kamath, Chandrika, author

Scientific data mining: a practical perspective

Technological advances are enabling scientists to collect vast amounts of data in fields such as medicine, remote sensing, astronomy, and high-energy physics. These data arise not only from experiments and observations, but also from computer simulations of complex phenomena. They are often complex, with both spatial and temporal components. As...

Philadelphia: Society for Industrial and Applied Mathematics, 2009

e20450993

eBooks Universitas Indonesia Library

Renata Tursina, author

Segmentasi pelanggan seluler berdasarkan customer lifetime value dengan menggunakan metode k means = Telecom market segmentation based on customer lifetime value with k means algorithm / Renata Tursina

ABSTRAK
CRM yang sukses seperti meningkatkan loyalitas pelanggan, dan profit perusahaan berawal dari identifikasi pelanggan berdasarkan nilai dan loyalitas pelanggan. Dalam penelitian ini, Customer Lifetime Value (CLV) digunakan untuk mensegmentasi pelanggan seluler berdasarkan nilai pelanggan. Atribut yang dipilih dari database pelanggan yaitu variabel recency, frequency dan monetary (RFM). Dalam segmentasi pelanggan...

2014

S59292

UI - Skripsi (Membership) Universitas Indonesia Library

Muhammad Nanda Nur Ibrahim, author

Analisis rancangan fraud detection berbasis data mining menggunakan algoritma cobweb untuk sistem pembayaran online = Analysis of fraud detection design based on data mining using cobweb algorithm for online payment system / Muhammad Nanda Nur Ibrahim

ABSTRAK Penelitian ini bertujuan untuk mengkaji pemanfaatan algoritma COBWEB dalam data mining untuk menemukenali fraud transaction dan disajikan dalam bentuk yang lebih informatif berdasarkan data riwayat transaksi yang sudah ada. Metode pengujian melalui WEKA digunakan untuk mengevaluasi cluster terbesar pada status pembayaran yang bernilai tidak diproses sebagai indikasi fraud transaction. Data...

2016

T45383

UI - Tesis (Membership) Universitas Indonesia Library

McKnight, William, author

Information management : strategies for gaining a competitive advantage with data

Information management ; gaining a competitive advantage with data is about making smart decisions to make the most of company information. Expert author William McKnight develops the value proposition for information in the enterprise and succinctly outlines the numerous forms of data storage. Information Management will enlighten you, challenge your...

Waltham, MA: Morgan Kaufmann, 2014

e20427137

eBooks Universitas Indonesia Library

Albert Joelian, author

Optimasi penjadwalan penggantian engine alat berat dengan menggunakan data mining = Optimization of engine replacement scheduling by using data mining / Albert Joelian

ABSTRAK
Tesis ini membahas kemampuan dan penggunaan tiga metode data mining dalam melakukan rangkaian analisis dan menemukan informasi dari sekumpulan data yang berjumlah besar yaitu data penggukuran condition monitoring dan faktor ekstenal dari suatu engine alat berat dengan tujuan untuk mendapatkan penjadwalan penggantian engine yang lebih optimal. Metode clustering digunakan untuk...

2017

T48133

UI - Tesis (Membership) Universitas Indonesia Library

Cita Pelangi Putri Sulistyoadi, author

Evaluasi aplikasi dan layanan perusahaan e-marketplace berdasarkan ulasan pengguna di google play store dan app store dengan metode opinion mining = Evaluation of e marketplace enterprise application and services based on user reviews on google play store and app store with opinion mining method

ABSTRAK
Perusahaan e-marketplace perlu menjaga dan meningkatkan kualitas aplikasi mobile dan layanan melalui evaluasi berdasarkan opini pelanggan untuk mengembangkan perusahan dan memenangkan kompetisi antar perusahaan sejenis. Salah satu bentuk opini pelanggan terdapat di toko penyedia aplikasi, seperti Google Play Store dan App Store. Ulasan online ini dapat dimanfaatkan oleh perusahaan e-marketplace,...

2018

S-Pdf

UI - Skripsi (Membership) Universitas Indonesia Library

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