SELAMAT DATANG DI WEBSITE RAHMAD KURNIAWAN

Rabu, 29 Oktober 2014

A Comparative Study Of Decision Tree, Artificial Neural Network And Rough Set Theory: Case Study On Housing Dataset

. Rabu, 29 Oktober 2014
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Authors: Rahmad Kurniawan, Okfalisa, MZA Nazri

Publication date: 2014/10/21

Conference: International Conference on Science and Technology for Sustainability 2014

Volume: 1

Issue: October 21-22, 2014

Pages: 51-57

Publisher: Institute of Electrical and Electronics Engineers, UIN Sultan Syarif Kasim Riau , Proceeding, Volume 1, October 2014
ISSN 2356-542X

Abstract— Decision Tree (DT), Artificial Neural Network (ANN), and Rough Set Theory (RST) are commonly techniques of classification in data mining. This study proposed a comparative analysis of the above techniques by using open source's software ROSETTA and WEKA on the case study of housing dataset. The analysis examined the effectiveness of the techniques according to ‘no free lunch’ theorem. Herein, WEKA as open source software which consists of a collection of machine learning algorithms is applied for data mining tasks. Meanwhile, ROSETTA is as a toolkit for pattern recognition and data mining within the framework of rough set theory. The parameters to evaluate the performance of each classification modeling are including accuracy; amount and lenght of the rules for each model; standard deviation and error rate. Based on 9 experimental models, ANN provided the highest accuracy amongst the techniques 82.24% and the lower error rate. Thus, it can be concluded that the lack of a technique can be accommodated by the advantages of another techniques as can be learned from the ‘no free lunch’ theorem.

Keywords—artificial neural network; decision tree; housing dataset; rough set theory;

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Selasa, 09 September 2014

Expert Systems for Self-Diagnosing of Eye Diseases Using Naïve Bayes

. Selasa, 09 September 2014
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Authors: Rahmad Kurniawan, Novi Yanti, MZA Nazri, Zulvandri

Publication date: 2014/8/21

Conference: International Conference of Advanced Informatics: Concept Theory and Application 2014

Volume: 1

Issue: August 21-22, 2014

Pages: 126-129

Publisher: Institute of Electrical and Electronics Engineers, ITB, Indonesia and IEEE

Abstract— The best defense against eye diseases is to have regular checkups. However, in reality, poverty stops people outside the developing world from seeing an eye doctor regularly. Thus, many patients did not get appropriate treatment for their eye disease until it is too late. This paper presents an expert system for diagnosing eye disease based on Naive Bayes. The developed expert system applies Case-Based Reasoning (CBR), which is a paradigm for reasoning from experience while the Naïve Bayes is used as a method for classifying eye diseases by applying Bayes’ theorem. The outputs of the expert system are classification of an eye disease and information on the best treatment. The result of this study is obtained by comparing the expert system diagnostic results with an expert diagnostic result. Based on the experimental results, the Naïve Bayes based expert system has been able to obtained 82% accuracy. Thus, it can be concluded that an expert system with Naïve Bayes has the potential to be used effectively by the people but still has plenty room for improvement.

Keywords—Case-Based Reasoning; Expert System; Eye Disease; Naïve Bayes;

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Sabtu, 19 Juli 2014

Bagaimanakah mencari pasangan hidup yang baik???

. Sabtu, 19 Juli 2014
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Pesan dari seorang AddMinHoo si seleb tampan..

Pilihlah Seseorang...

Yang baik agamanya, karena seseorang yang baik agamanya, akan memuliakanmu dan akan berpikir seribu kali sebelum menyakitimu.

Yang ikhlas menerima kesalahan dan mau belajar dari setiap kesalahan, karena yang seperti itu akan menjadikanmu kuat dalam menjalani lika-liku kehidupan.

Pilihlah seseorang...

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Lirik Lagu “Dan”–Sheila On 7

.
0 komentar

Dan..

Bila esok datang kembali

Seperti sedia kala

Di mana kau bisa bercanda

Dan..

Perlahan kau pun

Lupakan aku mimpi buruk mu

Dimana telah ku tancapkan duri tajam

Kau pun menangis menangis sedih

Maafkan aku

( 1 )

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Senin, 26 Mei 2014

Filter Status-status Politis di Newsfeed Facebook

. Senin, 26 Mei 2014
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Bosan dengan konten-konten berbau politis di newsfeed Anda akhir-akhir ini??

Mau unfriend kok gak enak, unfollow juga sayang karena masih teman yang kita butuhkan untuk menjalin silaturahmi (terutama setelah masa pilpres selesai).

Tenang saja, kita bisa filter newsfeed kita tidak lagi melihat siapa orangnya tapi berdasar apa kontennya.

Tentu saja fitur ini tidak disediakan oleh Facebook secara default. Kita perlu bantuan pihak ketiga, yakni plugin yang berjalan di browser kita.

Social Fixer for Facebook. Itu dia namanya. Plugin ini bisa berjalan di 4 macam browser populer: Google Chrome, Mozilla Firefox, Apple Safari, dan Opera.

Hari gini masih pake Internet Explorer?? Hehe.. ganti dulu browsernya sebelum ngikutin tutorial ini.

Oke, kita mulai saja.

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Selasa, 13 Mei 2014

Kampar Malaysia Student

. Selasa, 13 Mei 2014
0 komentar

Assalamu'alaikum..

Kepada Mahasiswa Kampar yang pernah kuliah di Malaysia atau Alumni, dimohon untuk mengisi data di http://www.kampar-ms.co.nr/

Melalui website ini kita berbagi informasi, baik sesama mahasiswa ataupun kepada alumni. Jika link di atas tidak dapat di buka, dapat mendaftar di

http://kampar-ms.url.ph/

image

Website ini juga tidak tertutup untuk mahasiswa yang ada di Riau maupun sesama Mahasiswa Indonesia.

Menjalin silaturrahmi yang erat. Mohon sebarkan informasi ini

Terimakasih

Salam Tampan

AddMinHoo

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Minggu, 23 Maret 2014

Jusuf Kalla sebagai Calon Presiden Indonesia yang Tepat

. Minggu, 23 Maret 2014
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Muhammad Jusuf KallaNama Lengkap : Muhammad Jusuf Kalla

Alias : Jusuf Kalla | JK

Profesi : -

Agama : Islam

Tempat Lahir : Watampone, Sulawesi Utara

Tanggal Lahir : Jumat, 15 Mei 1942

Zodiac : Taurus

Hobby : Membaca | Menulis

Warga Negara : Indonesia

Istri : Hj. Mufidah Jusuf
Anak : Muchlisa Jusuf, Muswirah Jusuf, Imelda Jusuf, Solichin Jusuf, Chaerani Jusuf
Saudara : Halim Kalla

Prestasi Pak Jusuf Kalla yang saya ambil dari berbagai sumber:

  1. Doktor Honoris Causa dari Universitas Hasanuddin, Makassar
  2. Doktor HC dibidang perdamaian dari Universitas Syah Kuala Aceh pada 12 September 2011
  3. Doktor HC dibidang pemikiran ekonomi dan bisnis dari Universitas Brawijaya Malang pada 8 Oktober 2011
  4. Doktor HC dibidang kepemimpinan dari Universitas Indonesia pada 9 Februari 2013
  5. Penghargaan BudAi (Budaya Akademik Islami) dari Universitas Islam Sultan Agung Semarang
  6. Penghargaan Tokoh Perdamaian dalam Forum Pemuda Dunia untuk Perdamaian di Maluku, Ambon, 2011
  7. Penghargaan Dwidjosowojo Award dari Asuransi Jiwa Bersama (AJB) Bumiputera
  8. (2009) Menerima Tanda Kehormatan "Commander Del' Odre de Leopold" dari Kerajaan Belgia
  9. (2009) Doktor Honoris Causa dari Universitas Soka Jepang
  10. (2007) Doktor Honoris Causa dari Universitas Malaya
  11. The Most Inspiring Person.

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