Department of Computer Science and Engineering
Ms. Naznin Sultana  Assistant Professor
Name :
Ms. Naznin Sultana
Employee ID
710001538
Designation
Assistant Professor  
Department
Department of Computer Science and Engineering
Faculty
Faculty of Science and Information Technology
Personal Webpage
https://faculty.daffodilvarsity.edu.bd/profile/cse/naznin.html
E-mail
naznin.cse@diu.edu.bd
Phone
Cell-Phone
01911540341

PhD Researcher, Malaysia University of Science and Technology, Malaysia.
M.Sc in Computer Science and Engineering, Jahangirnagar University, Bangladesh.
B.Sc in Electronics and Computer Science, Jahangirnagar University, Bangladesh.

Data Structure, Digital Electronics, System Analysis and Design, Software Engineering, Parallel and Distributed Processing, Data Communication, Communication Engineering, Microprocessor and Assembly Language, Computer Architecture, Bio-Informatics, Simulation and Modeling, Digital Image Processing, Data Mining and  Machine Learning.

Journal & Conference Publications:

[1] Naznin Sultana, Sellappan Palaniappan, Pratim Saha, “An Adaptive Graph Algorithm on Weighted One Mode Projection of Bipartite Graph For The Detection of Spammer Group From Online Marketplace.” 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST). Date of Conference: 5-7 Jan. 2021 Date Added to IEEE Xplore: 01 February 2021, DOI: 10.1109/ICREST51555.2021.9331015, Publisher: IEEE

[2] Pratim Saha, Naznin Sultana, “Sentiment Analysis from Bangla Text Review Using Feedback Recurrent Neural Network model”, In Proceedings of 2nd International Conference on Communication and Intelligent Systems (ICCIS 2020), held on December 26-27, 2020, Publisher: Springer Nature 

[3] Naznin Sultana, Sellappan Palaniappan, “Towards detecting fake opinion from online text mining using multi-variate Bi-directional Longest Short-Term Memory Neural Network”(on going).

[4] Naznin Sultana, Sellappan Palaniappan, " Naïve Bayes and LSTM based Semi Supervised Model for Deception Detection From Romanized Bangla Reviews" (on going).

[5] Naznin Sultana, Sellappan Palaniappan, Pratim Shaha, " Weighted One Mode Projection of Bipartite Graph for Spammer Group Detection from Online Marketplace " International Conference on “Congress on Intelligent Systems (CIS2020) (Organized by Soft Computing Research Society (SCRS), India. (Accepted for presentation in September 2020).

[6] Naznin Sultana, Sellappan Palaniappan, "Spotting Fake Reviews From Digital Marketplace Using Long Short-term Memory Neural Network", 4th International Conference on Dynamic Innovation 2019 (ICDI 2019). 28th - 29th Nov 2019. Malaysia University of Science and Technology, MUST Garden Campus, Malaysia

[7] Naznin Sultana, Sellappan Palaniappan, "Deceptive Opinion Detection Using Machine Learning Techniques”, International Journal of Information Engineering and Electronic Business (IJIEEB), Volume:12, No. 1, Feb 2020, Page:1-7. Published by MECS Press, ISSN: 2074-9031, DOI: 10.5815/ijieeb.2020.01.01  

[8] Naznin Sultana, Mohammad Mohaiminul Islam, “Meta Classifier Based Ensemble Learning For Sentiment Classification” submitted to the International Joint Conference on Computational Intelligence (IJCCI 2018). Proceedings of International Joint Conference on Computational Intelligence, pp 73-84. Algorithms for Intelligent Systems. Springer, Singapore.  https://doi.org/10.1007/978-981-13-7564-4_7

[9] Mohammad Mohaiminul Islam, Naznin Sultana “ Comparative study on Machine Learning algorithms for Sentiment Classification” International Journal of Computer Applications (IJCA), Volume:182, Issue:21, October 2018, Page:1-7. Published by Foundation of Computer Science, New York, USA. http://www.ijcaonline.org/archives/volume182/number21/30054-2018917961, ISBN : 973-93-80899-38-0, DOI: 10.5120/ijca2018917961 

[10] Naznin Sultana, Sellappan Palaniappan, " A Survey on Online Social Network Anomaly Detection",  Volume 3, Issue 3, March- 2018, International Journal of Innovative Science and Research Technology(IJISRT), ISSN No :- 2456-2165,www.ijisrt.com, Google Scholar :https://goo.gl/DF9R4u, Scribd :https://goo.gl/snQyaL,Thomson Reuters : https://goo.gl/3bkzwv

[11] Md Rafiqul Islam, Abu Raihan M.Kamal, Naznin Sultana, Mohammad Ali Moni, Robiul Islam, " Depression Detection Using K-Nearest Neighbors (KNN) Classification Technique", February- 2018, International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), 8-9 February, 2018, Date Added to IEEE Xplore:20 September 2018, INSPEC Accession Number: 18098230, DOI: 10.1109/IC4ME2.2018.8465641, Publisher: IEEE, https://ieeexplore.ieee.org/document/8465641

[12] Md Rafiqul Islam, Naznin Sultana, Mohammad Ali Moni, Prohollad Chandra Sarkar and Bushra Rahman. “A Comprehensive Survey of Time Series Anomaly Detection in Online Social Network Data”. International Journal of Computer Applications (IJCA), Volume:180, Issue:3, December 2017, Page:13-22. Published by Foundation of Computer Science, New York, USA. https://www.ijcaonline.org/archives/volume180/number3/28780-2017915989; ISBN: 0975-8887, DOI: 10.5120/ijca2017915989

[13] Naznin Sultana, “A Review on Image Segmentation Techniques for Medical Image Analysis”. International Journal of Engineering Science & Computing( IJESC), volume 6, Issue 8, August 2016.

[14] Md. Golam Moazzam, Kanija Muntarina, Naznin Sultana and Md. Ariful Islam Rana, “An Efficient Method for Eye Detection in Color Images using Morphological Operations”. International Journal of Computer Applications  Volume 95, Number 2, June 2014. Published by Foundation of Computer Science, New York, USA. Digital Library URI :  http://www.ijcaonline.org/archives/volume95/number2/16568-6239; ISBN : 973-93-80882-02-4;  DOI: 10.5120/16568-6239

[15] Md. Ibrahim Chowdhury, Mohammad Iqbal, Naznin Sultana and Faisal Rahman,  “Analyzing an Analytical Solution Model for Simultaneous Mobility.” International Journal of Wireless & Mobile Networks (IJWMN) Vol. 5, December 2013, pp 111-124. http://airccse.org/journal/jwmn_current13.html  DOI: 10.5121/ijwmn.2013.5609, Archive:  http://arxiv.org/abs/1401.1907

[16] Naznin Sultana, “A case study on Implementing ITIL in business organization – considering business benefits with ROI.” International Journal of Engineering Science and Research Technology (IJESRT), ISSN 2277-9655 Vol. 2 (4), pp. 918-924, April 2013. www.ijesrt.com

[17] Naznin Sultana, Md. Shafiul Alam Chowdhury and Sadeka Parvin, “Role of Urgent Situation Communication Services during Disasters,” International Journal of Science and Research(IJSR), ISSN 2319-7064, Vol. 2 (3), pp. 298-303, March 2013. www.ijsr.net

[18] Naznin Sultana and  Md. Shafiul Alam Chowdhury, “Emergency communication services in    Developing countries during disasters – a case study,” in Proceedings of the Global Engineering , Science and Technology Conference’ 28-29 December-2012, Dhaka, Bangladesh.  Organized by: Global Institute of Science and Technology (GIST)-Australia & RAPI-Bangladesh; ISBN: 978-1-922069-17-7. 

Machine Learning, Artificial Intelligence, Data Mining, Digital Image Processing

Ø September, 2015 – Present Date

Assistant Professor, Dept. of Computer Science & Engineering, Daffodil International University, Dhaka, Bangladesh

Ø September, 2015 – December 2017

Assistant Professor & Program Coordinator, Department of Computer Science and Engineering, Uttara Campus, Daffodil International University, Dhaka, Bangladesh

Ø March, 2011 – March, 2015

Assistant Professor, Department of Computer Science & Engineering, City University, Dhaka, Bangladesh

Ø October, 2011 – November, 2012

Assistant Professor & Head, Department of Computer Science & Engineering, City University, Dhaka, Bangladesh

Ø October, 2010–February, 2011

Senior Lecturer, Department of Computer Science & Engineering, City University, Dhaka, Bangladesh

Ø June, 2006 – September 2010

Lecturer, Department of Computer Science & Engineering, City University, Dhaka, Bangladesh

Ø January 2006 – May 2006

Software Project Coordinator, Millineum Information Solutions, Dhaka, Bangladesh

Ø July, 2000 – August 2005

Lecturer, Department of Computer Science & Engineering, The University of Comilla (Dhaka Campus), Dhaka, Bangladesh