|Appears in Collections:||Computing Science and Mathematics Conference Papers and Proceedings|
|Peer Review Status:||Refereed|
Deris, Mustafa Bin Mat
|Title:||Improved Binary Similarity Measures for Software Modularization (Forthcoming)|
|Citation:||Naseem R, Deris MBM, Maqbool O, Li J, Shahzad S & Shah H (2016) Improved Binary Similarity Measures for Software Modularization (Forthcoming), Frontiers of Information Technology and Electronic Engineering.|
|Abstract:||Various binary similarity measures have been employed in clustering approaches to make homogeneous groups of similar entities in the data. These similarity measures are mostly based only on the presence and absence of features. Binary similarity measures have also been explored with different clustering approaches (e.g., agglomerative hierarchical clustering) for software modularization to make the software systems understandable and manageable. Each similarity measure has its own strengths and weaknesses that result in improving and deteriorating the clustering results, respectively. This paper highlights the strengths of some well-known existing binary similarity measures for software modularization. Furthermore, based on these existing similarity measures, this paper introduces the improved new binary similarity measures. Proofs of the correctness with illustration and a series of experiments are presented to evaluate the effectiveness of our new binary similarity measures.|
|Status:||Post-print (author final draft post-refereeing)|
|Rights:||This item has been embargoed for a period. During the embargo please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study. Publisher policy allows this work to be made available in this repository; The final publication is available at Springer via http://dx.doi.org/10.1631/FITEE.1500373|
|Affiliation:||Tun Hussein Onn University of Malaysia|
Tun Hussein Onn University of Malaysia
Computing Science - CSM Dept
University of Peshawar
Islamic University Madinah
|FITEE2016.pdf||5.75 MB||Adobe PDF||Under Embargo until 13/4/2020 Request a copy|
Note: If any of the files in this item are currently embargoed, you can request a copy directly from the author by clicking the padlock icon above. However, this facility is dependant on the depositor still being contactable at their original email address.
This item is protected by original copyright
Items in the Repository are protected by copyright, with all rights reserved, unless otherwise indicated.
If you believe that any material held in STORRE infringes copyright, please contact firstname.lastname@example.org providing details and we will remove the Work from public display in STORRE and investigate your claim.