Volume 4, Issue 3 (2017)

Table of contents

• Published Subscription 11 Jan 2018

  Classification of Network Violation Detection Using Machine Learning

  By Syamala Rao Peketi, Dr. G. P. Saradhi Varma, Rajasekhar Mutukuri

  Abstract: AbstractNowadays, network intrusion is one of the biggest issues in the internet services. To solve this kind of issues, we proposed a solution to develop suitable IDS using (ML) machine learning algorithms. The pre-alter engine in IDS extracts significant characteristics from each network pattern connections. The central engine uses advanced characteristics as training input, and outputs the binary analysis result, i.e., attack vs. normal.Keywords: Network, machine learning, networks pattern connectionsCite …

  Published in Journal of Software Engineering Tools & Technology Trends · Vol. 4, Issue 3, 2017 · pp. 1–8 Read article →

• Published Subscription 31 Mar 2018

  Emergent and Self Organizing behavior in Heat Diffusion Model

  By Waarengeye Varun Vikram

  Abstract: Abstract-Heat Diffusion equation is used to determine thechange in the function of u over time. We try to discuss different experimental parameters from an existent heat diffusion model given by Netlogo for simulation of steady-state temperature distribution of a thin plate as the model shows complex behavior when we change the temperature of the sides to different levels. In addition, we try to modify the model and discuss how emergence …

  Published in Journal of Software Engineering Tools & Technology Trends · Vol. 4, Issue 3, 2017 · pp. 17–22 Read article →

• Published Subscription 3 Apr 2018

  Contrast Image Enhancement with its Techniques and Problems: A Survey

  By Nisheeth Dubey, Sandeep Kumar Tiwari, Pankaj Sharma

  Abstract: Abstract—Image Enhancement (IE)deal with improving the image togivesadditional details. Subsequently image transparency is very simply affected by lightening, climate or tools which have been utilized to capture the image. These situationscan lead to image undergo from low contrast and information loss. The coreobjective of IE is to highlight detail which is unseen in image or to enhance contrast in a small contrast image. This paper shows a literature surveyof someIE …

  Published in Journal of Software Engineering Tools & Technology Trends · Vol. 4, Issue 3, 2017 · pp. 23–29 Read article →

• Published Subscription 3 Apr 2018

  Data Extraction Using NLP for Unstructured Text Categorization

  By Waarengeye Varun Vikram

  Abstract: Abstract In this research project, I tried to crawl the web and files to create a dataset so that it can be fetched to FRL (Fuzzy rough set-based semi-supervised learning algorithm). The approach used in the project is with the help of semi-supervised learning that made use of unlabeled data for training typically a small amount of labeled data with a large amount of unlabeled data. We de ne and …

  Published in Journal of Software Engineering Tools & Technology Trends · Vol. 4, Issue 3, 2017 · pp. 30–39 Read article →

• Published Subscription 22 Jan 2018

  Skin Tone based Face Detection using Nonlinear Transformation and Its DSP Implementation

  By M V Ganeswara Rao, P R Kumar, A M Prasad

  Abstract: AbstractThe face detection plays key role in the facial recognition algorithms, which are used in many applications such as security surveillance, person identification etc. This paper proposes a new skin tone centred face detection algorithm to improve detection accuracy and detection speed. A nonlinear transformation technique used to decrease false alarms in skin tone detection stage. The proposed algorithm has been implemented on Taxas Instruments TMS320DM642 DSP processor and our …

  Published in Journal of Software Engineering Tools & Technology Trends · Vol. 4, Issue 3, 2017 · pp. 9–16 Read article →