Customer churn classification in telecommunication company using rough set theory

Churn is perceived as the behaviour of a customer to leave or to terminate a service. This behaviour causes the loss of profit to companies because acquiring new customer incurred high investment for advertisements and promotions compared to retaining existing ones. Thus, it is necessary to consider...

書誌詳細
第一著者:	Nur Syafiqah, Mohd Nafis
フォーマット:	学位論文
言語:	英語
出版事項:	2016
主題:	QA Mathematics QA75 Electronic computers. Computer science
オンライン･アクセス:	http://umpir.ump.edu.my/id/eprint/16930/1/Customer%20churn%20classification%20in%20telecommunication%20company%20using%20rough%20set%20theory.pdf

類似資料

Trademark image classification approaches using neural network and rough set theory
著者:: Saad, Puteh
出版事項: (2003)

Rough sets theory for travel demand analysis in Malaysia
著者:: Wong, Jenn Hwee
出版事項: (2008)

Arabic language script and encoding identification with support vector machines and rough set theory
著者:: Mohamed Sidya, Mohamed Ould
出版事項: (2007)

Generation of rough set (RS) significant reducts and rules for cardiac dataset classification
著者:: Sulaiman, Noor Suhana
出版事項: (2007)

An enhancement of classification technique based on rough set theory for intrusion detection system application
著者:: Noor Suhana, Sulaiman
出版事項: (2019)

Segmentation Of Ultisequence Medical Images Using Random Walks Algorithm And Rough Sets Theory
著者:: Lim, Khai Yin
出版事項: (2017)

Using rough set through for classification of image segmentation data
著者:: Diallo Abdoulaye, Kindy
出版事項: (2014)

New rough set based maximum partitioning attribute algorithm for categorical data clustering
著者:: Jomah Baroud, Muftah Mohamed
出版事項: (2022)

Comparing the Performances of Neural Network and Rough Set Theory to Reflect the Improvement of Prognostic in Medical Data
著者:: Nur Aniza, Alang Ismail
出版事項: (2009)

Dynamic Technique for Optimizing Universal Mobile Telecommunication System Active Set.
著者:: Mutlag, Samer Abdulsada
出版事項: (2010)

Predicting Accuracy of Income a Year Using Rough Set Theory
著者:: Zuraihah, Ngadengon
出版事項: (2009)

The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
著者:: Nur Syafiqah, Mohd Nafis
出版事項: (2022)

Automatic fingerprint classification scheme using template matching with new set of singular point-based features
著者:: Abbood, Alaa Ahmed
出版事項: (2014)

Modelling of splicing systems using formal language theory
著者:: Fong, Wan Heng
出版事項: (2008)

Rough Set Rules Extraction for Student Programming Skills
著者:: Kerwad, Mokhtar Massoud
出版事項: (2006)

Automated pairwise testing approach based on classification tree modeling and negative selection algorithm
著者:: Sandin, Easter Viviana
出版事項: (2019)

Enhanced level set segmentation method for dental caries detection
著者:: Abdolvahab, Ehsani Rad
出版事項: (2015)

Twofold Integer Programming Model for Improving Rough Set Classification Accuracy in Data Mining.
著者:: Saeed, Walid
出版事項: (2005)

Similarity measure for retrieval of question items with multi-variable data sets
著者:: Che Hassan, Siti Hasrinafasya
出版事項: (2008)

Logistic regression methods for classification of imbalanced data sets
著者:: Santi Puteri Rahayu, -
出版事項: (2012)

A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
著者:: Keshkeh, Kinan
出版事項: (2022)

Clustering chemical data set using particle swarm optimization based algorithm
著者:: Triyono, Triyono
出版事項: (2008)

An enhanced soft set data reduction using decision partition order technique
著者:: Mohammed, Mohammed Adam Taheir
出版事項: (2017)

A hybrid approach to edge detection using fuzzy sets and cellular learning automata
著者:: Ghanizadeh, Afshin
出版事項: (2010)

Model-based hybrid variational level set method applied to object detection in grey scale images
著者:: Wang, Jing
出版事項: (2024)

Improved funnel-gsea using adaptive elastic-net penalization method to identify significant gene sets
著者:: Mohd. Hasri, Nurul Nadzirah
出版事項: (2021)

Three-term backpropagation algorithm for classification problem
著者:: Saman, Fadhlina Izzah
出版事項: (2006)

Multistage feature selection methods for data classification
著者:: Mohamad, Masurah
出版事項: (2021)

Data mining techniques for tourist review classification
著者:: Giro, Mustapha Abubakar
出版事項: (2019)

Fuzzy autocatalytic set of fuzzy graph type-3 based on functional analysis theory
著者:: Qasim, Umilkeram
出版事項: (2016)

A novel solution to traveling salesman problem using fuzzy sets, gravitational search algorithm, and genetic algorithm
著者:: Abarghouei, Amir Atapour
出版事項: (2010)

Pengaruh TPACK dan set minda pemikiran reka bentuk terhadap kompetensi pengajaran guru sains komputer.
著者:: Che Noh, Suhaila
出版事項: (2022)

Students portal usage model based on social cognitive theory in Saudi Arabia universities
著者:: Suliman T., Alatawi Salem
出版事項: (2020)

Multilevel learning in Kohonen SOM network for classification problems
著者:: Mohd. Yusof, Norfadzila
出版事項: (2006)

Gene selection and classification in autism gene expression data
著者:: Al-Jaf, Shilan Sameen Hameed
出版事項: (2017)

An improved multiple classifier combination scheme for pattern classification
著者:: Abdullah, ,
出版事項: (2015)

Localizing non-ideal irises via Chan-Vese model and variation level set of active contours without re-initializing
著者:: Mohammed Ali, Qadir Kamal
出版事項: (2013)

Study of cost functions in three term backpropagation for classification problems
著者:: Kuppusamy, Puspadevi
出版事項: (2008)

Modern fuzzy min max neural networks for pattern classification
著者:: Al Sayaydeh, Osama Nayel Ahmad
出版事項: (2019)

Classification of electroencephalography signal using statistical features and regression classifier
著者:: Sabri, Nurbaity
出版事項: (2014)