Research Publications
Year 2011
Book/Book
Chapter/Journal
Mohammad Nurul Huda, Manoj Banik, Ghulam Muhammad, Mashud Kabir,and Bernd
J. Kroger, “Effects of Syllable Language Model on Distinctive Phonetic Features
(DPFs) based Phoneme Recognition Performance,” AP Journal, Multimedia, 2011.
Mohammed
Rokibul Alam Kotwal, Manoj Banik, Gazi Md. Moshfiqul Islam, Md. Shahadat Hossain, Foyzul Hassan,
Mohammad Mahedi Hasan, Ghulam Muhammad and Mohammad Nurul Huda, “Articulatory
feature based Japanese Phoneme Recognition using Tandem MLNs,” Submitted on
special issues of the International Journal of Computer Information Systems and
Industrial Management Applications (IJCISIM), 2011.
Conference
Paper
Manoj
Banik, Mohammed Rokibul Alam Kotwal, Foyzul Hassan and Mohammad Nurul Huda
“Phone Segmentation for Japanese Triphthong using Neural Networks ” Accepted in
ITNG 2011, Las Vegas, Nevada, USA.
Manoj
Banik, Muhammad Firoz Mridha, Mohammad Nurul Huda and Jugal Krishna Das
“Development of Analysis Rules for Bangla Part of speech for Universal
Networking Language” Accepted in ITNG 2011, Las Vegas, Nevada, USA.
Year 2010
Book/Book
Chapter/Journal
Md. Osman Goni, Hasan Sarwar and Chowdhury Mofizur
Rahman, “Prediction of State of Wireless Network using Markov and Hidden Markov
Model”, In Journal of Networks, Vol 5, No. 1, January, 2010
Rahman, S. M. M., Siddiky, F. A., and Shrestha,
U.,(2010), “A Statistical Data Mining Approach In Bacteriology for Bacterial
Identification”, Int. J. Data Analysis Techniques and Strategies (Accepted).
Rahman, S. M. M., Yu, X., and Siddiky, F. A.,(2010),
“An Unsupervised Neural Network Approach to Predictive Data Mining”, Accepted
at International Journal of Data Mining, Modelling and Management
(IJDMMM).
Mohammad
Nurul Huda, Mohammad Mahedi Hasan, Foyzul Hassan, Mohammed Rokibul Alam Kotwal,
Gazi Md. Moshfiqul Islam, Md. Shahadat Hossain and Ghulam Muhammad
“Inhibition/Enhancement Network Performance Evaluation for Noise Robust ASR,”
Praise Worthy Praise Journal on International Review of Computers and Software,
September, 2010.
Mohammad
Nurul Huda, Ghulam Muhammad, Mohammad Mahedi Hasan, Foyzul Hassan, Mohammed
Rokibul Alam Kotwal, and Chowdhury Mofizur Rahman “Articulatory feature
extraction for speech recognition using neural network,” Praise Worthy Praise
Journal on International Review of Computers and Software, November, 2010.
Nusrat
Jahan Lisa, Qamrun Nahar Eity, Ghulam Muhammad, Mohammad Nurul Huda, and
Chowdhury Mofizur Rahman “Performance Evaluation of Bangla Word Recognition
Using Different Acoustic Features,” IJCSNS International Journal of Computer
Science and Network Security, VOL. 10, NO. 9, September 2010.
Conference
Paper
Dewan Md. Farid, Jerome Darmont, Nouria Harbi, and
Chowdhury Mofizur Rahman, “A New Supervised Learning Algorithm using Naïve
Bayesian Classifier,” IADIS International Conference IADIS Information Systems
2010, 18-20 March, 2010, Porto, Portugal
Dewan Md. Farid, Nouria Harbi, Emna Bahri, Mohammad
Zahidur Rahman and Chowdhury Mofizur Rahman, “Attacks Classification in
Adaptive Intrusion Detection using Decision Tree,” International Conference on
Computer Science (ICCS 2010), 29-31 March, 2010, Rio De Janeiro, Brazil
Dewan Md. Farid, Nouria Harbi, Suman Ahmmed, Mohammad
Zahidur Rahman, and Chowdhury Mofizur Rahman, “Mining Network Data for
Intrusion Detection through Naïve Bayesian with Clustering,” In Proc. of the
International Conference on Computer, Electrical, System Science, and
Engineering (ICCESSE 2010), June 28-30, 2010, Paris, France, pp. 836-840
Mohammad
Nurul Huda, , Foyzul Hassan, Mohammed Rokibul Alam Kotwal, Mohammad Mahedi
Hasan, Md. Shahadat Hossain, Chowdhury Mofizur Rahman “Inhibition/Enhancement
of Articulatory Features-Which One is Dominant for Speech Recognition, ” ICIIC
2010, Kengeri, Banglore, India, August 2010.
Mohammad
Nurul Huda, Mohammad Mahedi Hasan, Sumon Ahmed, Dewan Fayzur Rahman, Ghulam
Muhammad, Mohammed Rokibul Alam Kotwal, Manoj Banik, Md. Shahadat Hossain
“Distinctive Phonetic Features (DPFs)-Based Isolated Word Recognition Using
Multilayer Neural,” ICIIC 2010, Kengeri, Banglore, India, August 2010.
Mohammad
Nurul Huda, Ghulam Muhammad, Mohammad Mahedi Hasan, Mohammed Rokibul Alam
Kotwal, Gazi Md. Moshfiqul Islam,
Md. Shahadat Hossain and
Chowdhury Mofizur Rahman, “Which one is dominant for neural network based
speech recognition – ∆ or ∆∆ articulatory parameters?,” ICICCI’10 explored by
IEEE, ISBN 987-0-7695-4014-6 Kuala Lumpur, Malaysia, June, 2010.
Mohammad
Nurul Huda, Ghulam Muhammad, Mohammad Mahedi Hasan, Sharif Mohammad Musfiqur
Rahman, Foyzul Hassan and Mohammed Rokibul Alam Kotwal, “Effect of articulatory
trajectories on phoneme recognition performance,” ICICCI’10 explored by IEEE,
ISBN 987-0-7695-4014-6 Kuala Lumpur,
Malaysia, June,
2010.
Mohammad
Nurul Huda, Ghulam Muhammad, Md. Shahadat Hossain, Foyzul Hassan, Nusrat Jahan
Lisa and Tsuneo Nitta ” An Inhibition/Enhancement Network for Noise Robust
ASR,” ICCIT 2010, explored by IEEE, Dhaka, Bangladesh, December, 2010.
Mohammed
Rokibul Alam Kotwal, Manoj Banik, Gazi Md. Moshfiqul Islam, Md. Shahadat
Hossain, Foyzul Hassan, Mohammad Mahedi Hasan, Ghulam Muhammad and Mohammad
Nurul Huda, “DPF-based Japanese Phoneme Recognition using Tandem MLNs,” HIS
2010, pp. 209-212, IEEE : CFP10360- CDR, ISBN: 978-1-4244-7364-9, Atlanta,
Georgia, USA, August, 2010.
Mohammed
Rokibul Alam Kotwal, Md. Shahadat Hossain, Foyzul Hassan, Ghulam Muhammad,
Mohammad Nurul Huda and Chowdhury Mofizur Rahman, "Bangla phoneme
recognition using hybrid features," 6th International Conference on
Electrical & Computer Engineering (ICECE) 2010, IEEE Explored, Dhaka,
Bangladesh, 2010.
Suman
Ahmmed, Mohammad Asif Ashraf Khan, Md.
Khairul Hasan, Ahmed Yousuf Saber, Mohammad Nurul Huda and Mohammad Zahidur
Rahman, "STLF using neural networks and fuzzy for anomalous load scenarios
- a case study for HAJJ," 6th International Conference on Electrical &
Computer Engineering (ICECE) 2010, IEEE Explored, Dhaka, Bangladesh, 2010.
Muhammad
Mridha, Mohammad Nurul Huda, Chowdhury Rahman, Jugal Das, "Development of
morphlogical rules for Bangla root, verbal suffix and primary suffix for
universal networking language," 6th International Conference on Electrical
& Computer Engineering (ICECE) 2010, IEEE Explored, Dhaka, Bangladesh,
2010.
Mohammed
Rokibul Alam Kotwal, Manoj Bonik, Qamrun Nahar Eity, Mohammad Nurul Huda,
Ghulam Muhammad, Yousef Ajami Alotaibi” Bangla Phoneme Recognition for ASR
Using Multilayer Neural Network,” ICCIT 2010, explored by IEEE, Dhaka,
Bangladesh, December, 2010.
Ghulam
Muhammad, Yousef A. Alotaibi, Mansour Alsulaiman and Mohammad Nurul Huda, “Environment Recognition Using
Selected MPEG-7 Audio Features and Mel-Frequency Cepstral Coefficients,” Fifth
International Conference on Digital Telecommunications (ICDT 2010) explored by
IEEE, Greece,
June 2010.
Md.
Khairul Hasan, Dewan Md. Fayzur Rahman, Mohammad Asif Ashraf Khan, Faisal
Muhammad Shah, Suman Ahmmed, Mohammad Nurul Huda, “Solving Short Term Load
Forecasting using Neural Network and Particle Swarm Optimization,” 3rd
International Conference on Data Management (ICDM 2010), Ghaziabad, India on
March 2010.
Md.
Shahadat Hossain, Nusrat Jahan Lisa, Gazi Md. Moshfiqul Islam, Foyzul Hassan,
Md. Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Ghulam Muhammad and Mohammad
Nurul Huda, “Evaluation of Bangla Word Recognition Performance Using Acoustic
Features,” ICCAIE 2010, IEEE Explored, Kuala Lumpur, Malaysia, December, 2010.
Mohammed
Rokibul Alam Kotwal, Foyzul Hassan, Gazi Md. Moshfiqul Islam, Md. Rakibuzzaman, Md.
Mahedi Hasan, Manoj Banik, Ghulam Muhammad and Mohammad Nurul Huda, “Bangla
Phoneme Recognition for Different Acoustic Features,” ICCAIE 2010, IEEE
Explored, Kuala Lumpur, Malaysia, December, 2010.
Foyzul
Hassan, Qamrun Nahar Eity, Mohammed Rokibul Alam Kotwal, Manoj Banik, Gazi Md. Moshfiqul Islam, Md.
Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Ghulam Muhammad and Mohammad
Nurul Huda, “Articulatory ∆ and ∆∆ Parameters effect on HMM-based classifier
for ASR,” ICCAIE 2010, IEEE Explored, Kuala Lumpur, Malaysia, December, 2010.
Manoj
Banik, Mohammed Rokibul Alam Kotwal, Nusrat Jahan Lisa, Qamrun Nahar Eity,
Foyzul Hassan, and Mohammad Nurul Huda, "Japanese Phonetic Feature
Extraction for Automatic Speech Recognition," ICSIP 2010, IEEE Explored,
December, India.
Qamrun
Nahar Eity, Nusrat Jahan Lisa, Mohammed Rokibul Alam Kotwal, Manoj Banik,
Md.Shahadat Hossain, and Mohammad Nurul Huda, "Bangla Speech Recognition
Using Two Stage Multilayer Neural Networks," ICSIP 2010, IEEE Explored,
December, India.
Manoj
Banik, Mohammed Rokibul Alam Kotwal, Foyzul Hassan, Gazi Md. Moshfiqul
Islam, Sharif Mohammad Musfiqur Rahman, Md. Mahedi Hasan, Ghulam Muhammad and
Mohammad Nurul Huda, “Effect of Articulatory ∆ and ∆∆ Parameters on Multilayer
Neural Network based Speech Recognition,” ISBN: 978-1-4244-7456-1, IEEE Catalog
Number: CFP10APC-ART, APCCAS 2010, Kuala Lumpur, Malaysia, December, 2010.
Mohammed
Rokibul Alam Kotwal, Foyzul Hassan, Gazi Md. Moshfiqul Islam, Manoj Banik, Md.
Mahedi Hasan, Sharif Mohammad Musfiqur Rahman, Ghulam Muhammad and Mohammad
Nurul Huda, “Bangla Triphone HMM Based Word Recognition,” ISBN:
978-1-4244-7456-1, IEEE Catalog Number: CFP10APC-ART, APCCAS 2010, Kuala
Lumpur, Malaysia, December, 2010.
Muhammad
Firoz Mridha, Md. Sadequr Rahman, Mohammad Nurul Huda and Chowdhury Mofizur
Rahman, "Structure of Dictionary Entries of Bangla Morphemes for
Morphological Rule Generation for Universal Networking Language," 6th
International Conference on Next Generation Web Services Practices (NWeSP
2010), Gwalior, India, 2010.
Md.
Sadequr Rahman, Muhammad Firoz Mridha, Sangita Rani Poddar and Mohammad Nurul
Huda, "Open Morphological Machine Translation: Bangla to English:,"
International Conference on Next Generation Web Services Practices (NWeSP
2010), Gwalior, India, 2010.
Md.
Shahadat Hossain, Mohammed Rokibul Alam Kotwal, Foyzul Hassan, Mohammad Mahedi
Hasan, Manoj Banik, Mohammad Nurul Huda and Chowdhury Mofizur Rahman,
“Preparation of Bangla Speech Corpus for Phoneme Recognition,” SKIMA’10, Paro,
Bhutan, August, 2010.
Manoj
Banik, Aloke Kumar Saha, Mohammed Rokibul Alam Kotwal, Mohammad Nurul Huda and
Chowdhury Mofizur Rahman, “Distinctive Phonetic Feature Extraction for Japanese
Language,” SKIMA’10, Paro, Bhutan, August, 2010.
Muhammad
Firoz Mridha, Manoj Banik, Mohammad Nurul Huda, Chowdhury Mofizur Rahman, Jugal
Krishna Das, “Formation of Bangla Word Dictionary Compatible with UNL Structure,”
SKIMA’10, Paro, Bhutan, August, 2010.
Muhammad
Firoz Mridha, Manoj Banik, Mohammad Nurul Huda, Chowdhury Mofizur Rahman, Jugal
Krishna Das, “ Development of Grammatical Attributes for Bangla Root and
Primary Suffix for Universal Networking Language,” SKIMA’10, Paro, Bhutan,
August, 2010.
Muhammad
Firoz Mridha, Manoj Banik, Mohammad Nurul Huda, Chowdhury Mofizur Rahman, and
Jugal Krishna Das, "Conversion of Bangla Sentences to Universal Networking
Languages, " SKIMA'10, Paro,
Bhutan, August
2010.
Saima
Hossain, Nasreen Akter, S.M. FaqruddinAli Azam, Hasan Sarwar, Chowdhury Mofizur
Rahman, “ Comparative Analysis of Feature Vectors for Bangla Printed OCR”, In Proceedings of the 4th
International Conference on Software, Knowledge and Information Management and
Applications, 25-27 August, 2010, Paro, Bhutan
Saima
Hossain, Nasreen Akter, Hasan Sarwar and Chowdhury Mofizur Rahman,
"Development of a recognizer for Bangla text:present status and future
challenges," in Character Recognition, Minoru Mori, Janeza Trdine 9, 51000
Rijeka, Croatia: Sciyo, September 2010, pp.
83 - 112.
Mustafa,
M. A. R., Elahi, M. M., Hossain, M. A., & Islam, M. M., “Comparative
Performance Analysis of MPEG4, FLV and 3GP Multimedia File Formats using
Wireless Network Parameters”, To appear in 13th International Conference on
Computer and Information Technology, 2010, ICCIT 2010.
Year 2009
Book/ Book
Chapter/Journal
Rahman, S. M. M, Data Mining using Neural
Networks: The Art and Science of Rule Discovery for Data Mining, ISBN
978-3-639-22495-5, VDM Verlag, Germany
, 2009.
Mohammad
Nurul Huda, Hiroaki Kawashima, and Tsuneo Nitta, “Distinctive Phonetic Feature
(DPF) extraction based on MLNs and Inhibition/Enhancement Network,” IEICE
Trans. Inf. & Syst., Vol.E92-D, No.4, pp.-, April 2009.
Conference
Paper
Rahman, S. M. M., Siddiky, F. A., and Shrestha,
U.,(2010), “A Statistical Data Mining Approach In Bacteriology for Bacterial
Identification”, Int. J. Data Analysis Techniques and Strategies (Accepted).
Mohammad
Nurul Huda, Hiroaki Kawashima, Kouichi Katsurada, and Tsuneo Nitta,
“Distinctive phonetic feature (DPF) based phoneme recognition using MLNs and
Inhibition/Enhancement network for noise robust ASR,” Proc NCSP’09, Honolulu, Hawaii,
USA, March
2009.
Mohammad
Nurul Huda, Manoj Banik, Ghulam Muhammad, and Bernd J. Kroger, “Phoneme
Recognition based on Distinctive Phonetic Features (DPFs) incorporating a
Syllable based Language Model,” ICCIT’09 explored by IEEE, Dhaka, Bangladesh,
December 2009.
Ghulam
Muhammad, Yousef A. Alotaibi, and Mohammad Nurul Huda, “Automatic Speech
Recognition for Bangla Digits,” ICCIT’09 explored by IEEE, Dhaka, Bangladesh,
December 2009.
Dewan
Md. Fayzur Rahman, Ahmed Yousuf Saber, Suman Ahmmed, “Memory-bounded
Ant Colony Optimization with Viterbi Algorithm and A* Local Search for Unit
Commitment Scheduling”, Proceedings of 1st International Conference on
Computer, Communication, Control and Information Technology, pp 100–108, Feb
06-07, 2009.
Dewan
Md. Fayzur Rahman, Md. Monirul Islam, Faisal Kabir, Suman Ahmmed, “Heuristic
Based Dynamic Approach for Solving N-Queen Problem”, Proceedings of 1st
International Conference on Computer, Communication, Control and Information
Technology, pp 109–117, Feb 06-07, 2009
Mohammed
Anowarul Hassan, Rubaiya Rahtin Khan, Md.
Faisal Kabir and Dr. Chowdhury Mofizur Rahman. Finding the Appropriate
Meaning of Polysemous Words Using Context Dependency, 2nd International
Conference on Data Management (ICDM), 10-11 February 2009, and IMT Ghaziabad, India
Rabindra
Nath Das, Dewan Md. Farid and Chowdhury Mofizur Rahman, “A New Decision Tree
Building algorithm using Bayesian Classifier”, In Proceedings of the 3rd
International Conference on Software, Knowledge and Information Management and
Applications, 21-23 October, 2009, Fez, Morocco
Mohammad Anowarul Hassan, Rubaiya Rahtin Khan, Md.
Faisal Kabir and Chowdhury Mofizur Rahman, “Finding the Appropriate Meaning of
Polysemous Words using Context Dependency”, In Advances in Computer Science
and Engineering, Editors, Poonam Garg and jayanthi Ranjan, Macmillan
Publishers, pp. 251-260, 2009
Krishna Chandra Bhadra and Chowdhury Mofizur Rahman,
“Bangla Keyboard Layout using Association among Bangla Characters”, In Proceeding
of the 12th International Conference on Computer and Information Technology,
21-23 December, 2009,Dhaka and IEEE Xplore Digital Archive
