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 Research Detail:


  Artificial Intelligence and Machine Learning:
Artificial intelligence and machine learning deals with a broad category of topics such as pattern recognition, digital image processing, character recognition, robotics, etc. The group specifically addresses the following topics: -Evolution Computing -Neural Networks -Image processing -Learning from Imbalanced data -Time series prediction

  Research Fields:

  Research Groups:

  Related Faculties:

Dr. Md. Monirul Islam
Dr. A.K.M. Ashikur Rahman
Dr. Md. Monirul Islam
Md. Abdus Sattar
Mohammad Tanvir Irfan
Md. Abedul Haque
Dr. Md. Shohrab Hossain
Abu Wasif
Anupam Das
Md. Anindya Tahsin Prodhan
Md. Muhibur Rasheed
Dr. Anindya Iqbal
Chowdhury Sayeed Hyder
Md. Mustafizur Rahman
Sajjadur Rahman
Himel Dev

  Related Links:

  Recent Publications:

63. Mohammad Saifur Rahman, Md. Khaledur Rahman, M. Kaykobad, and M. Sohel Rahman, isGPT: An optimized model to identify sub-Golgi protein types using SVM and Random Forest based feature selection. Artificial Intelligence in Medicine, Elsevier, 84:90-100, 2018 [paper link].
62. Sumit Tarafder, Md. Toukir Ahmed, Sumaiya Iqbal, Md Tamjidul Hoque, and M. Sohel Rahman, RBSURFpred: Modeling Protein Accessible Surface Area in Real and Binary Space using Regularized and Optimized Regression. Journal of Theoretical Biology, Elsevier, :To Appear, 2018 [paper link].
61. Md. Khaledur Rahman, and M. A. Nayeem, Finding suitable places for live campaigns using location-based services. In Proceedings of 4th International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, ACM, Chicago, USA, pages 7:1--7:6, 2017
60. S. Sharmin, and Zakia Zaman, Spam Detection in Social Media Employing Machine Learning Tool for Text Mining. In Proceedings of 13th International Conference on Signal Image Technology and Internet-Based Systems (SITIS 2017), IEEE, Jaipur, India, 2017
59. Sujoy Das, S. Sharmin, and Md. Saidur Rahman, Proactive Humanitarian Aid Networks with Guided Topology and Small-World Effect. In Proceedings of The fifth IEEE Region 10 (Asia Pacific) Humanitarian Technology Conference (R10HTC) 2017, IEEE Explore, Dhaka, Bangladeh, 2017
58. Md. Khaledur Rahman, and M. Sohel Rahman, CRISPRpred: A flexible and efficient tool for sgRNAs on-target activity prediction in CRISPR/Cas9 systems. PLOS One, PLOS, 12(8), :e0181943, 2017 [paper link].
57. S. M. Ferdous, and M. Sohel Rahman, Solving the Minimum Common String Partition Problem with the Help of Ants. Mathematics in Computer Science, Springer, 11(2), :233–249, 2017 [paper link].
56. Kezban Dilek Onal, Ye Zhang, Ismail Sengor Altingovde, Md. Mustafizur Rahman, Pinar Karagoz, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wallace, Maarten de Rijke, and Matthew Lease, Neural Information Retrieval: At the End of the Early Years. Information Retrieval, 2017 [paper link].
55. S. Sharmin, and Sikder Tahsin Al-Amin, A Cloud-based Dynamic Waste Management System for Smart Cities. In Proceedings of Proceedings of the 7th Annual Symposium on Computing for Development Article No. 20, ACM Digital Library, Nairobi, Kenya, November 18 - 20, 2016, 2016 [paper link].
54. Md. Mustafizur Rahman, Md. Monirul Islam, Kazuyuki Murase, and Xin Yao, Layered Ensemble Architecture for Time Series Forecasting. IEEE Transactions on Systems, Man, and Cybernetics (SMC), IEEE, 46(1), :270--283, 2016
53. Md. Mustafizur Rahman, and Hongning Wang, Hidden Topic Sentiment Model. In Proceedings of 25th International World Wide Web Conference (WWW 2016), Montreal, Canada, 2016
52. Raushan Ara Dilruba, and Mahmuda Naznin, Finding Reliable Source for Event Detection Using Evolutionary Method. In Proceedings of Pacific Rim Knowledge Acquisition Workshop (PKAW), Lecture Notes in Computer Science (LNCS), Springer, Thailand, pages 1-15, 2016
51. Raushan Ara Dilruba, Mahmuda Naznin, Sk Kamruzzaman, and Md. Nawajish Islam, PBRE: Population Based Reliable Node Finding in Participatory Sensing. In Proceedings of ACM MobiSys, ACM, Singapore, 2016
50. Md. Khaledur Rahman, M. A. Nayeem, and M. Sohel Rahman, Transit Network Design by Hybrid Guided Genetic Algorithm With Elitism. In Proceedings of 13th Conference on Advanced Systems in Public Transport, Rotterdam, Netherlands, 2015
49. Sumaiya Iqbal, M. Kaykobad, and M. Sohel Rahman, Solving the multi-objective Vehicle Routing Problem with Soft Time Windows with the help of bees. Swarm and Evolutionary Computation, Elsevier, 24(-), :50-64, 2015
48. Sumaiya Iqbal, Avdesh Mishra, and Md Tamjidul Hoque, Improved prediction of accessible surface area results in efficient energy function application. Journal of Theoretical Biology, Elsevier Ltd., 380:380 - 391, 2015
47. Sukarna Barua, Md. Monirul Islam, and Kazuyuki Murase, GOS-IL: A Generalized Over-Sampling based Online Imbalanced Learning Framework. In Proceedings of 22nd International Conference on Neural Information Processing (ICONIP2015), Springer, Istanbul, Turkey, 2015
46. Md. Mustafizur Rahman, S. K. K. Santu, Md. Monirul Islam, and Kazuyuki Murase, Forecasting Time Series - A Layered Ensemble Architecture. In Proceedings of International Joint Conference on Neural Networks (IJCNN 2014), IEEE, Beijing, China, 2014
45. S. K. K. Santu, Md. Mustafizur Rahman, Md. Monirul Islam, and Kazuyuki Murase, Towards better generalization in Pittsburgh Learning Classifier Systems. In Proceedings of IEEE World Congress on Computational Intelligence (CEC 2014), IEEE, Beijing, China, 2014
44. M. A. Nayeem, Md. Khaledur Rahman, and M. Sohel Rahman, Transit network design by genetic algorithm with elitism. Transportation Research Part C, Elsevier, 46:30-45, 2014
43. M. Tasnim, Shahriar Rouf, and M. Sohel Rahman, A CLONALG-based Approach for the Set Covering Problem. Journal of Computers, Academy Publisher, 9(8), :1787-1795, 2014
42. Sumaiya Iqbal, Md Nasrul Islam, and Md Tamjidul Hoque, Improved protein disorder predictor by smoothing output. In Proceedings of 17th International Conference on Computer and Information Technology (ICCIT),, IEEE, Dhaka, Bangladesh, pages 110 - 115, 2014
41. Raihanul Islam, Md. Mustafizur Rahman, and Asif Salekin, A Novel Clustering-Based Ensemble Classification Model for Block Learning. In Proceedings of The 2nd The International Conference on Pattern Recognition Applications and Methods (ICPRAM 2013), Barcelona, Spain, 2013
40. Sukarna Barua, Md. Monirul Islam, and Kazuyuki Murase, ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning. In Proceedings of PAKDD- Pacific Asia Conference on Knowledge Discovery and Data Mining, Springer, Gold Coast, Australia, 2013
39. S. K. K. Santu, S. Rahman, Saikat Chakraborty , and M. Sohel Rahman, PIssGA: An ultra fast meta-heuristic approach to solve protein inference problem. In Proceedings of 16th International Conference on Computer and Information Technology (ICCIT), 2013
38. Mohiuddin Abdul Qader, S. Rahman, and Masud Hasan, Structured Web Search in Small Domain. In Proceedings of 6th International Conference on Computer and Information Technology (ICCIT), 2013
37. S. K. K. Santu, S. Rahman, and Md. Yusuf Sarwar Uddin, Forming a Jury Board: Selecting Least Connected Users in Social Networks. In Proceedings of Workshop on Advances in Data Management (WADM), Dhaka, Bangladesh,, 2013
36. A. B. M. Alim Al Islam, and V. Raghunathan, QRTT: Stateful Round Trip Time Estimation for Wireless Embedded Systems Using Q-Learning. Embedded Systems Letters (ESL), IEEE, 2012
35. J. S. Firoz, M. Sohel Rahman, and T. K. Saha, Bee Algorithms for Solving DNA Fragment Assembly Problem with Noisy and Noiseless data. In Proceedings of GECCO, 2012
34. Sukarna Barua, Md. Monirul Islam, Xin Yao, and Kazuyuki Murase, MWMOTE: Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), IEEE, 2012
33. Asif Salekin, and Md. Mustafizur Rahman, Pattern Matching In Time Series Using Combination Of Neural Network And Rule Based Approach. In Proceedings of The 7th International Conference on Electrical & Computer Engineering (ICECE 2012), Dhaka, Bangladesh, 2012
32. Asif Salekin, Md. Mustafizur Rahman, and Raihanul Islam, Composite Pattern Matching in Time Series. In Proceedings of The 15th International Conference on Computer & Information Technology (ICCIT 2012), Chittagong, Bangladesh, 2012
31. Azad Abdus Salam, Md. Kamrul Hasan, M.Arif Imtiazur Rahman, Md. Mustafizur Rahman, and Nashid Shahriar, Changing trends of climate in Bangladesh and a noble procedure of distribution of rainfall by clustering. In Proceedings of International Conference on Statistical Data Mining for Bioinformatics Health Agriculture and Environment, Rajshahi, Bangladesh, 2012
30. Sukarna Barua, Md. Monirul Islam, and Kazuyuki Murase, A Novel Synthetic Minority Oversampling Technique for Imbalanced Data Set Learning. In Proceedings of International Conference on Neural Information Processing (ICONIP), Springer-Verlag, Shanghai, China., pages 735-744, 2011
29. A. B. M. Alim Al Islam, and V. Raghunathan, End-to-End Congestion Control in Wireless Mesh Networks using a Neural Network. In Proceedings of Wireless Communications and Networking Conference (WCNC), IEEE, Cancun, Mexico, pages 677-682, 2011
28. Anupam Das, and S. M. Abdullah, Evolving Multilayer Neural Networks using Permutation free Encoding Technique. In Proceedings of International Conference on Artificial Intelligence, Las Vegas Nevada, USA, pages 32-38, 2009
27. Anupam Das, Md. Shohrab Hossain, S. M. Abdullah, and R. Islam, Permutation Free Encoding Technique for Evolving Neural Networks. In Proceedings of 5th international symposium on Neural Networks: Advances in Neural Networks, Beijing, China, pages 255-265, 2008
26. A. B. M. Alim Al Islam, Md. A. Azad, Md. K. Alam, and Md. S. Alam, Security Attack Detection using Genetic Algorithm (GA) in Policy Based Network. In Proceedings of International Conference on Information and Communication Technology (ICICT), Dhaka, pages 341-347, 2007
25. M. A. H. Newton, and J. Levine, Evolving macro-actions for planning. In Proceedings of Workshop on AI Planning and Learning held at ICAPS, 2007
24. M. A. H. Newton, and J. Levine, Wizard: Suggesting macro-actions comprehensively. In Proceedings of Doctoral Consortium held at ICAPS, 2007
23. M. A. H. Newton, J. Levine, M. Fox, and D. Long, Learning macro-actions for arbitrary planners and domains. In Proceedings of Seventeenth International Conference on Automated Planning and Scheduling (ICAPS 07), 2007
22. S. Sharmin, Md. Monirul Islam, D. Barua, and A. Mahmood, Graph Matching Recombination for Evolving Neural Networks. In Proceedings of the European Symposium on Artificial Neural Networks, ESANN 2007, Springer, LNCS 4492, China, pages 562-568, 2007
21. M. M. Masud, L. Khan, and E. Al-Shaer, Email Worm Detection using Naive Bayes and Support Vector Machine. In Proceedings of IEEE International Conference on Intelligence and Security Informatics, ISI, San Diego, CA, USA, pages 733-734, 2006
20. A. Bhattacharjee, K. Z. Sultana, and Z. Shams, Dynamic and Parallel Approaches to Optimal Evolutionary Tree Construction. In Proceedings of Canadian Conference on Electrical and Computer Engineering, IEEE Canada, Ottawa, Canada, pages 119-122, 2006
19. A. Bhattacharjee, Z. Shams, and K. Z. Sultana, New Constraints on Generation of Uniform Random Samples from Evolutionary Trees. In Proceedings of Canadian Conference on Electrical and Computer Engineering, IEEE Canada, Ottawa, Canada, pages 115-118, 2006
18. M.A.H. Newton, J. Levine, and M. Fox, Genetically Evolved Macro-Actions in AI Planning Problems. In Proceedings of 24th Workshop of the UK Planning and Scheduling Special Interest Group (PLANSIG), 2005
17. M.A. Ali, M. M. Masud, and C.M. Rahman, Implementation of ID3 Algorithm by Coverage Vector. In Proceedings of Seventh International Conference on Computers and Information Technology (ICCIT), Dhaka, Bangladesh, pages 93-97, 2004
16. M.M. Masud, Combined Evolution Model: Integrating Machine Learning, Simulated Annealing and Evolutionary Computing. In Proceedings of 5th International Conference on Recent Advances in Soft Computing (RASC), Nottingham, U.K,, pages 428-435, 2004
15. Sajib Dasgupta, Abu Wasif, and Sharmin Azam, An Optimal Way of Machine Translation from English to Bengali. In Proceedings of International Conference on Computer and Information Technology, 2004
14. Lenin Mehedy, A.Z.M. Dayem Ullah, and Abu Wasif, Limited Search Oblique Decision Tree. In Proceedings of International Conference on Computer and Information Technology, 2004
13. M. M. Masud, and C. M. Rahman, Application of Minimum Description Length Principle to Genetic Algorithm based Concept Learner. In Proceedings of Sixth International Conference on Computers and Information Technology (ICCIT), Dhaka, Bangladesh, pages 47-52, 2003
12. J. U. Mahmud, M. F. Raihan, and C. M. Rahman, A Complete OCR for Continuous Bengali Characters. In Proceedings of Conference on Convergent Technologies for the Asia-Pacific, IEEE, Bangalore, India, pages 1372 - 1376 Vol.4, 2003
11. M. M. Hasan, and C. M. Rahman, Text Categorization using Association Rule Based Decision Tree. In Proceedings of 6th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, pages 453-456, 2003
10. Abu Wasif, and Mohammad Sajjad Hossain, Application of Normalized Gain Criterion in Multi-way Splits on Continuous Attributes for Decision Trees. In Proceedings of International Conference on Computer and Information Technology, 2003
9. A. A. Chowdhury, E. Ahmed, S. Ahmed, Md. Shohrab Hossain, and C.M. Rahman, Optical Character Recognition of Bangla Characters using Neural Network: A Better Approach. In Proceedings of 2nd International Conference on Electrical Engineering (ICEE 2002), Khulna, Bangladesh, pages 145-152, 2002
8. S. Ahmed, M. Sharmin, and C. M. Rahman, A Generic Thinning Algorithm with Better Performance. In Proceedings of Fifth International Conference on Computer and Information Technology (ICCIT 2002), Dhaka, Bangladesh, pages 241-246, 2002
7. Muhammad Mahmudul Islam, Shafquat Rahman, A. N. M. Ehtesham Rafiq, and Mohammad Mahfuzul Islam, Online handwritten Bangla numerical recognition by grid method. In Proceedings of International Conference on Electrical and Computer Engineering (ICECE), Dhaka, Bangladesh, pages 269-272, 2002
6. M. Mashnad, and M. M. Masud, Simulation of the Stochastic Response of Offshore Platform to Wave Forces. Computer Methods and Advances in Geomechanics, Computer Methods and Advances in Geomechanics, Balkema Publishers, Desai et al. edited, :1319-1323, 2001
5. M. M. Masud, and C. M. Rahman, "Extending the Knowledge Intensive Genetic Algorithm Based Supervised Concept Learner to Adopt Continuous Attributes. Journal of Electrical Engineering, The Institute of Engineers, Bangladesh, EE29(1), :33-38, 2001
4. M. M. Masud, and C. M. Rahman, Extending the Knowledge Intensive Genetic Algorithm Based Supervised Concept Learner to Adopt Continuous Attributes. In Proceedings of The Fourth International Conference on Computer and Information Technology (ICCIT 2001), Dhaka, Bangladesh, pages 348-353, 2001
3. Abu Wasif, and Mofizur Rahman Chowdhury, Performance Improvement of Decision Trees by Application of Multiple Split Criteria. In Proceedings of International Conference on Computer and Information Technology, 2001
2. Mohammad Mahfuzul Islam, M. R. M Khondoker, and C. M. Rahman, Application of artificial intelligence techniques in automatic hull form generation. Journal of Ocean Engineering, Elsevier Science, 28(12), :1531-1544, 2001
1. Mofizur Rahman Chowdhury, Ayesha Akhter, and Abu Wasif, Handwritten Bangla Digit Recognition using a Neural Network. In Proceedings of International Conference on Computer and Information Technology, 2000

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