Application of the Naive Bayesian Classifier to optimize treatment decisions

Application of the Naive Bayesian Classifier to optimize treatment decisions

Kholed Langsari
Student ID : 511520171
Informatics Engineering,
Institute Technology Sepuluh Nopember

Introduction
Artificial Intelligence systems supporting treatment decisions still require careful study and remain a challenge. A simple, user friendly classifier can assist clinician in decision making process.
The aim of our work is to create and test an expert system which would combine simplicity of operation, credibility and user friendly interface.
Construction of the classifier is based on the Bayes Theorem, Naive Bayesian Classifier.
Implemented in WEKA environment.

Credit Approval Dataset Implemented(Classified) with Weka

Credit Approval Dataset Implemented(Classified) with Weka
Kholed Langsari
Student ID : 5115201701
Department of Informatics Engineering
Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia

Introduction to Weka
Weka, Waikato Environment of Knowledge Analysis
Data mining workbench
Machine learning algorithms for data mining tasks
100+ algorithms for classification
75 for data preprocessing
25 to assist with feature selection
20 for clustering, finding association rules, etc
Credit Approval Dataset
Dataset concerns credit card applications
All attribute names and values have been changed to meaningless symbols to protect confidentiality of the data
This dataset is interesting because there is a good mix of attributes — continuous, nominal with small numbers of values, and nominal with larger numbers of values, there are also a few missing value

Required Reusability (RUSE), Cost Driver in COCOMO II

Required Reusability (RUSE), Cost Driver in COCOMO II
Kholed Langsari
Reusability
Reuse-based software engineering is a software engineering strategy where the development process is geared to reusing existing software
Reuse-based software engineering is an approach to development that tries to maximize the reuse of existing software. The software units that are reused may be of radically different sizes. For example:
Application system reuse
Component reuse
Object and function reuse

Android Application Development : Architecture, Design and Implementation of Thai – Indonesia Electronic Dictionary Application

Kholed Langsari
NO.KTM 5114200702
Department of Informatic Engineering
Institute Technologi Sepuluh Nopember
Surabaya, Jawa Timur, Indonesia

ABSTRACTION

In this paper is aims to studies and learns Android application development through architecture, design and implementation via case study of electronic dictionary application based on a new generation of intelligent mobile Google platform Android. And the second purpose is to verify the availability of the platform.

1. Introduction

Android, introduced by Google in November 2007, is an intelligent mobile platform composed of an embedded operating system, middleware, user-friendly, and application software for the integration of the mobile software stack. Since its launch, Android has received widespread attention in the industry. Secondary application developments of the mobile phone based on the Android platform can be developed on the SDK (version II) of Google Android platform.[1] Android’s latest major platform update, Android 4.3—frequently called by its code name, Jelly Bean, or just JB—brings many new features that help differentiate Android from the competition. [2]

Huawei Ascend Mate 7, my best shot : High-end true metal design and solid performance

Live One. Live Life. Huawei Ascend Mate 7

Live your life in 7 ways
Live large
Live Chic
Live Smart
Live Power+
Live Instant
Live Simple
Live Me
Here is the name of Ascend Mate 7 from.
(Richard Yu, CEO Huawei Consumer Business Group, Launch Event 2014)

Best shots
6″ Inches, negative liquid crystal display
Kirin 925 Octa-Core Processor(intelligent 8+1 Core Architecture)
A 13MP, SONY 4th Generation Sensor, 1.2s Ultra Snapshot
Aluminum alloy body
Fingerprint security
Dual SIM + Dual LTE Cat 6 with Global LTE support
Large 4,100 mAh battery
Dual antenna *(Tunable antenna)
Huawei EMUI 3.0, Design with Empathy (http://emui.huawei.com/en/)

ASEAN Language Workshop: Thai Language ภาษาไทย

 

Slides presentation:
ASEAN Language Workshop :  Thai Language  ภาษาไทย

Berwisata ke Monumen Tugu Pahlawan, Museum 10 Nopember dan Perusahaan rokok HM SAMPOERNA di Surabaya

Surabaya mendapat ngelaran sebagai Kota Pahlawan. Salah satu bangunan yang menjadi kebanggaan kota Surabaya adalah “Tugu Pahlawan”. Dan di samping Tugu itu juga terletak Museum yang menceritakan tentang pemberanian arek-arek menghadapi penjajah yaitu “Museum 10 Nopember Surabaya”.

Monumen Tugu Pahlawan terletak di pusat kota Surabaya. Monumen dibangunkan dalam bentuk paku terbalik. Monumen Tugu Pahlawan didirikan sebagai symbol semangat kepahlawanan arek-arek Surabaya dalam menghadapi penjajah. Monumen Tugu Pahlawan memiliki tinggi 41.15 meter, diameter bawah 3.1 meter dan diameter atas 1.3 meter. Batu peletakan pertamanya dilakukan oleh priseden Ir. Soekarno pada tanggal 10 November 1951.

Museum 10 Nopember bagunan berbetuk pyramid yang tenggelamkan sedalam 7 meter. Museum dibuka pada tanggal 19 Februari 2000 oleh Bapak Presiden Abdurakhman Wahid. Di museum ini punya rekaman asli pidato Bung Tomo yang berapi-rapi membangkitkan semangat berjuangan arek-arek Surabaya. Ada contoh bambu runcing yang di digunakan sebagai senjata berperang melawan musuh.

Perusahaan rokok HM SAMPOERNA atau “House of Sampoerna” terletak di Jl. Rungkut Industri Raya No. 18 Surabaya. Liem Seeng Tee adalah pendiri industri rokok Sampoerna. Dia seorang imigran asal dari Cina. Didalam House of Sampoerna dapat melihati benda-beda yang di milik oleh keluarga Sampoerna seperti meja tulis, gambar-gambar, buku-buku dan lain-lain. Kita juga dapat melihat alat-alat dan bahan-bahan untuk membuat rokok. Parusahaan ini memiliki 5,000 – 6,000 pekerja. Setiap orang pekerja besa proses rokok 400 – 500 potong perjam.

Presentasi

Berwisata ke tugu pahlawan musium dan industri rokok.pptx

Terima kasih kepada semua guru, staf dan teman dalam memberi bantuan di setiap segi.

Kholed Langsari

IT234-211 Network Workshop I (ปฏิบัติการเครือข่าย 1)

Course Description
Hand-on practice and experiments of topics on IT 231-211 Network I. This course focus on network structure design, and basic computer networking implementation and built the computer server with Linux enterprise(NOS) as CentOS or Ubuntu Server

IT234-210 Network I (เครือข่าย I )

Course Description

Overview of computer networks. By the start of the OSI model and the Internet model, then discussed the concept. Elements of the network such as a LAN physical layer switching path. And routing The course’s practice covers about. Switch route and get as bridging and spanning tree protocol and the IP address. The net result chopped And configure the routing model. Static and dynamic
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Macbook Pro Discreate Graphics Card Issue Fix [Updated]

After reading hundreds of hundreds articles, blogs, forums looking for some more suitable solution i found one really interesting.

Because Macbook has built in option to automatically turn off the computer when its over heated and has (or looks it has) the mechanism to prevent to over heat again setting all or most of all option to minimum when user will turn it on again after it was automatically shut down, the macbook is ABLE TO BOOT using INTEGRATED GPU!!!

It means you CAN BOOT your broken mac and do some action to prevent using AMD or ATI gpu again.

The procedure looks like that:

1. Download gfxCardStatus but max version 2.2.1. Save it on Pendrive.

2. Make everything same with drivers like it was before your mac was broken. Your system files/drivers should be on right place.

3. Turn on mac, leave it run to the moment when it will freeze on blue/gray/other screen.

4. Let it in this state – close lid, and put your mac to your case, and even more put it to some bag. Do something that will not allow fresh air to cool your mac – you will hear in few minutes that fans starting to spin crazy but still leave it in this state – to the moment when it will turn off automatically.

5. After its turned off, QUICKLY remove your mac from bag/case and turn it on. DO NOT leave it cool down. It MUST bu turned on when its still hot.

6. Is highly possible your mac will bot using integrated GPU. When it will do this QUICKLY use gfxCardStatus from pendrive you prepared to switch to Integrated GPU.

Now you can follow the instruction from prevoius post.

1. Reboot Mac and enter to the Console mode (Command + S before gray screen appear)

2. mount -uw /

3. create folder example /_temp
4. move all AMD or ATI folders (files) to folder you created
sudo mv /System/Library/Extensions/AMD*.* /_temp

!!!! 5. Execute command:
sudo kextcache -v 1 -m /System/Library/Caches/com.apple.kext.caches/Startup/Extensions.mkext /System/Library/Extensions/

This will rebuild kexts cache which won’t contain AMD or ATI drivers kexts

6. restart your Mac using – sudo reboot

7. Start your Mac normally – Mac should use only Integrated Graphics Card now and it should boot always using integrated gpu.

REALY IMPORTANT !!! Turn off any updates which are connected to Mac OS X !!! Any system update can break this state again. This fix worked for me. My mac was freezed completly. Now Im writing from it this post!

Ref
http://www.asyncro.com/2014/03/24/macbook-pro-discreate-graphics-card-issue-fix-updated/