Like email SPAM, SMS spam is also increasing resulting in resource consumption and annoyance at the recipient. There is a need to detect and remove su...
Introduction to Machine Learning Research on Time Series.
Various types of social media such as blogs, discussion forums and peer to peer networks present a wealth of information that can be very helpful. Given vast amount of data, one of the challenge has been to automatically identify the topic of the bac
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Project Based LearningDeskripsi lengkap
Descripción: project based learning
PTK Project Based LearningFull description
project based learningFull description
This paper proposes a procedure to enhance anti theft to prevent robbery for android based smartphones by utilizing SMS as a medium. As the usage of phones, tablets, note pads are designed with the help of android OS is drastically rising and expandi
Now a days Short Message Service SMS is most popular way to communication for mobile user because it is cheapest mode or version for communication than other mode.SMS is used for transmitting short length msg of around 160 character to different devi
Machine Learning for Dummies
Useful in Condition based monitering
all mechanical students will get benefit from this file..Full description
THE AERODYNAMIC ANALYSIS OF BWB BASELINE II E5-8 UAV WITH CANARD ASPECT RATIO (AR) OF 8 AT ANGLE OF ATTACK OF 10 DEGREE AT 0.1 MACH NUMBER THROUGH CFD SIMULATION AT DIFFERENT CANARD SETTING …Full description
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As we know, India’s economy primarily depends on agriculture. For successful production of crops we must ensure whether a particular crop will yield in particular soil and weather conditi…Full description
Bba Final Year ProjectFull description
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Final Year project of Software Engineering documenation
Structural design of a community size swimming pool.
how to write a proposal.Full description
FINAL YEAR PROJECT Initial Presentation
Group Members
Majid Yaseen FA09-BCE-075
Wasif Ali FA09-BCE-071
Zahid Ullah Khan FA09-BCE-068
Muhammad Zakria FA09-BCE-077
Project Name
SMS SPAM Detection Application for Android
Project Supervisor M r.
Dr. Ghulam Mujtaba
Overview
Project Rationale
Framework Project timeline
Project Rationale (Reasons & I ntenti ons behind the project)
Tremendous Growth in Mobile sector
SMS Traffic
SMS Spamming
Problems due to SMS Spamming
Subscribers' reaction to SMS spam
The effect of SMS spam on legitimate SMS marketing
Resource consumption
Mobile Companies interests.
Questions arose on Actions
against SMS Spamming by PTA . (DNCR System)
Framework
Framework
Select Machine Learning Algorithm
K-Nearest-Neighbor (KNN)
Naive Bayes
Neural Networks
Framework
Experimentation and Results
Algorithm Evaluation
False Negative
Minimum
False Positive
Minimum
Continued….
Implementation on Actual Android
Project timeline Phase-1 (Study phase)
Phase-2 Work on Algorithms and Development Environment
