Firoz Mahmud | Assistant Professor | Dept. of Computer Science and Engineering | Rajshahi University of Engineering & Technology

Selected International Journal
Firoz Mahmud, Forhad Zaman, Ali Ahrari; Ruhul Sarker; Daryl Essam, 2021, "Genetic Algorithm for Singular Resource Constrained Project Scheduling Problems", IEEE Access, Volume 9, 22 September 2021, DOI: DOI: 10.1109/ACCESS.2021.3114702
Firoz Mahmud, Dr. Md. Al Mamun, 2017, "Facial Expression Recognition System Using Extreme Learning Machine", International Journal of Scientific & Engineering Research, Volume 8, Issue 3, March-2017, ISSN 2229-5518.
Firoz Mahmud, Al Arafat, Syed Tauhid Zuhori, 2013, "Autonomous Mobile Robot Navigated by using DTMF Signaling", International Journal of Scientific & Engineering Research, Volume 4, Issue 8, August-2013, ISSN 2229-5518, pages 1381-1385.
Syed Tauhid Zuhori, Jahrul Zannat Peya, Firoz Mahmud, 2012, "A Novel Three-Phase Approach for Solving Multi-Depot Vehicle Routing Problem with Stochastic Demand", American Journal on Algorithm Research, 4 March, DOI:10.5923/j.algorithms.20120104.01, pages 1-5.
Syed Tauhid Zuhori, Tamanna Shamrin, Runia Tanbin, Firoz Mahmud, 2013, "An Efficient Load Balancing Approach in Cloud Environment by using Round Robin Algorithm", International Journal of Artificial Intelligence and Mechatronics, Volume 1,Issue 5, Mar. 2013, pages 96-99.
Biprodip Pal, Sadia Zaman, Md. Abu Hasan, Md. Al Mehedi Hasan, Firoz Mahmud, 2015, "Chi-Square Statistic and Principal Component Analysis Based Compressed Feature Selection Approach for Naïve Bayesian Classifier", Journal of Artificial Intelligence Research & Advances, Volume 2, Issue 2, Pages16-23, ISSN: 2395-6720(online).

Selected International Conference Proceedings
Firoz Mahmud, Ruhul Sarker, Daryl Essam, 2022, "Multi-Operator based Genetic Algorithm for Resource Constrained Project Scheduling", 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 02-04 December, 2022, Phnom Penh, Cambodia, DOI: 10.1109/SKIMA57145.2022.10029457 (Best Paper Award)
Firoz Mahmud, Forhad Zaman, Ruhul Sarker, Daryl Essam, 2020, "Memetic Algorithm for Heterogeneous Project Scheduling Problems", 2020 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01-04 December, 2020, Canberra, ACT, Australia, DOI: 10.1109/SSCI47803.2020.9308318
Firoz Mahmud, Forhad Zaman, Ruhul Sarker, Daryl Essam, 2020, "Heuristic Embedded Genetic Algorithm for Heterogeneous Project Scheduling Problems", 2020 IEEE Congress on Evolutionary Computation (CEC), 19 - 24th July, 2020, Glasgow, United Kingdom, United Kingdom, DOI: 10.1109/CEC48606.2020.9185712
Firoz Mahmud, Bayezid Islam, Arafat Hosssain, Phuspen Bikash Goala, 2018, "Facial Region Segmentation Based Emotion Recognition Using K-Nearest Neighbors", 2018 International Conference on Innovation in Engineering and Technology (ICIET 2018), 27-28 Dec. 2018, IEEE, DOI: 10.1109/CIET.2018.8660900
Firoz Mahmud, Shyla Afroge, Dr. Md. Al Mamun, Abdul Matin, 2015, "PCA and Back-Propagation Neural Based Face Recognition System", 18th International Conference on Computer and Information Technology (ICCIT), 21-23 December, 2015, pages 582-587.
Firoz Mahmud, Mst Taskia Khatun, Syed Tauhid Zuhori, Shyla Afroge, Mumu Aktar, Biprodip Pal, 2015, "Face Recognition using Principle Component Analysis and Linear Discriminant Analysis", 2nd International Conference on Electrical Engineering and Information & Communication Technology (lCEEICT) 2015 Jahangirnagar University, Dhaka-1342, Bangladesh, 21-23 May 2015, IEEE, DOI: 10.1109/ICEEICT.2015.7307518
Firoz Mahmud, Md Abdullah-al-Mamun, Mumu Aktar, Shyla Afrog, 2015, "A Novel Training Based Concatenative Bangla Speech Synthesizer Mode", 2nd International Conference on Electrical Engineering and Information & Communication Technology (lCEEICT) 2015 Jahangirnagar University, Dhaka-1342, Bangladesh, 21-23 May 2015, IEEE, DOI: 10.1109/ICEEICT.2015.7307518
Firoz Mahmud, Md. Enamul Haque, Syed Tauhid Zuhori, Biprodip Pal, 2014, "Human Face Recognition Using PCA based Genetic Algorithm", 2014 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 10-12 April, 2015, IEEE, DOI: 10.1109/ICEEICT.2014.6919046
Firoz Mahmud, Al Arafat, Syed Tauhid Zuhori, 2012, "Intelligent Autonomous Vehicle Navigated by using Artificial Neural Network", 7th International Conference on Electrical and Computer Engineering 2012, pages 105-108, IEEE.
Bayezid Islam, Firoz Mahmud, Arafat Hosssain, 2018, "High Performance Facial Expression Recognition System Using Facial Region Segmentation, Fusion of HOG & LBP Features and Multiclass SVM", 2018 10th International Conference on Electrical and Computer Engineering (ICECE), 20-22 Dec. 2018, IEEE, DOI: 10.1109/ICECE.2018.8636780
Bayezid Islam, Firoz Mahmud, Arafat Hosssain, 2018, "Facial Expression Region Segmentation Based Approach to Emotion Recognition Using 2D Gabor Filter and Multiclass Support Vector Machine", 2018 21st International Conference of Computer and Information Technology (ICCIT), 21-23 Dec. 2018, IEEE, DOI: 10.1109/ICCITECHN.2018.8631922
Bayezid Islam, Firoz Mahmud, Arafat Hosssain, 2018, "Facial Region Segmentation Based Emotion Recognition Using Extreme Learning Machine", 2018 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), 22-24 Nov. 2018, IEEE, DOI: 10.1109/ICAEEE.2018.8642990
Bayezid Islam, Firoz Mahmud, Arafat Hosssain, Md. Sumon Mia, Phuspen Bikash Goala, 2018, "Human Facial Expression Recognition System Using Artificial Neural Network Classification of Gabor Feature Based Facial Expression Information", 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), 13-15 September, 2018, IEEE, DOI: 10.1109/CEEICT.2018.8628050
Bayezid Islam, Firoz Mahmud, Arafat Hosssain, Phuspen Bikash Goala, Md. Sumon Mia, 2018, "A Facial Region Segmentation Based Approach to Recognize Human Emotion Using Fusion of HOG & LBP Features and Artificial Neural Network", 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), 13-15 September, 2018, IEEE, DOI: 10.1109/CEEICT.2018.8628140
Abdul Matin, Firoz Mahmud, Tanvir Ahmed, Md Sabbir Ejaz, 2017, "Weighted Score Level Fusion of Iris and Face to Identify an Individual", 2017 International Conference on Electrical, Computer and Communication Engineering (ECCE), Cox's Bazar, 2017, pp. 1-4. doi: 10.1109/ECACE.2017.7912868
Abdul Matin, Firoz Mahmud, Mosst Tasnim Binte Shawkat, 2016, "Recognition of an Individual using the Unique Features of Human face", 2016 IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), Pune, India, 2016, pp. 57-60. doi: 10.1109/WIECON-ECE.2016.8009087
Abdul Matin, Firoz Mahmud, Syed Tauhid Zuhori, Barshon Sen, 2016, "Human Iris as a Biometric for Identity Verification", 2016 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Rajshahi, Bangladesh, 2016, pp. 1-4, doi: 10.1109/ICECTE.2016.7879610
Bayezid Islam, N. I. Md. Ashafuddula, Firoz Mahmud, 2018, "A Machine Learning Approach to Detect Self-Care Problems of Children with Physical and Motor Disability", 2018 21st International Conference of Computer and Information Technology (ICCIT), 21-23 Dec. 2018, IEEE, DOI: 10.1109/ICCITECHN.2018.8631960
Ashadullah Shawon ; Syed Tauhid Zuhori, Firoz Mahmud, Md. Jamil-Ur Rahman, 2018, "Website Classification Using Word Based Multiple N -Gram Models and Random Search Oriented Feature Parameters", 2018 21st International Conference of Computer and Information Technology (ICCIT), 21-23 Dec. 2018, IEEE, DOI: 10.1109/ICCITECHN.2018.8631907
Ashadullah Shawon ; Md. Jamil-Ur Rahman, Firoz Mahmud, M.M Arefin Zaman, 2018, "Bangla Handwritten Digit Recognition Using Deep CNN for Large and Unbiased Dataset", 2018 International Conference on Bangla Speech and Language Processing (ICBSLP), 21-22 Sept. 2018, IEEE, DOI: 10.1109/ICBSLP.2018.8554900
Md. Jamil-Ur Rahman, Rafi Ibn Sultan, Firoz Mahmud, Sazid Al Ahsan ; Abdul Matin, 2018, "Automatic System for Detecting Invasive Ductal Carcinoma Using Convolutional Neural Networks", TENCON 2018 - 2018 IEEE Region 10 Conference, 28-31 Oct. 2018, DOI: 10.1109/TENCON.2018.8650376
Md. Jamil-Ur Rahman, Rafi Ibn Sultan, Firoz Mahmud, Ashadullah Shawon, Afsana Khan, 2018, "ENSEMBLE OF MULTIPLE MODELS FOR ROBUST INTELLIGENT HEART DISEASE PREDICTION SYSTEM", 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), 13-15 September, 2018, IEEE, DOI: 10.1109/CEEICT.2018.8628140
Syed Tauhid Zuhori, Md. Asif Zaman, Firoz Mahmud, 2017, "Ontological knowledge extraction from natural language text", 2017 20th International Conference of Computer and Information Technology (ICCIT), Dhaka, 2017, pp. 1-6.doi: 10.1109/ICCITECHN.2017.8281776
Shyla Afroge, Boshir Ahmed, Firoz Mahmud, 2016, "Optical Character Recognition using Back Propagation Neural Network", 2016 2nd International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Rajshahi, Bangladesh, 2016, pp. 1-4. doi: 10.1109/ICECTE.2016.7879615
Biprodip Pal, Mumu Aktar, Firoz Mahmud, Syed Tauhid Zuhori, 2015, "An evolutionary fuzzy genetic and Naïve Bayesian approach for multivariate data classification", 17th International Conference on Computer and Information Technology (ICCIT), 22-23 December, 2014, pages 20-24, IEEE, DOI: 10.1109/ICCITechn.2014.7073108
Shah Muhammad Hamdi, Syed Tauhid Zuhori, Firoz Mahmud, Biprodip Pal, 2014, "A Compare between Shorâs Quantum Factoring Algorithm and General Number Field Sieve", 1st International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), 10-12 April, 2015, IEEE, DOI: 10.1109/ICEEICT.2014.6919115
Syed Tauhid Zuhori, Nasir Uddin Eisty, Mahbubur Rahman Melon, Firoz Mahmud, 2013, "A Backtracking Approach for Finding the Route in Multi-Depot Vehicle Routing Problem with Stochastic Demand and Compare its Performance with Savings Method", International Conference on Engineering Innovation, Research and Education 2013, pages 125-128.

Presentations
SKIMA 2022 (Online) SSCI 2020 (Online) CEC 2020 (Online) IICIT 2017 IICIT 2015 ICEEICT 2015 ICEEICT 2014 ICECE 2012