Dr. Nor Ashidi Mat Isa

Dr. Nor Ashidi
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International Journals (with Impact Factor)

1 Oong Tatt Hee & Nor Ashidi Mat Isa, ‘Adaptive Evolutionary Artificial Neural network for Pattern Classification’ IEEE Transaction on Neural Networks, Volume 22, No. 11, pp. 1823 – 1836. November 2011. (Impact factor: 2.633)
   
2 Oong Tatt Hee & Nor Ashidi Mat Isa, ‘One-Against-All Ensemble for Multiclass Pattern Classification’, accepted for publication in ELSEVIER Applied Soft Computing, 11 December 2011. (Impact factor: 2.097).
   
3 Kenny Toh Kal Vin & Nor Ashidi Mat Isa, ‘Augmented Variational Series and Histogram-Based Clustering for Universal Impulse Denoising’, accepted for publication in International Journal of Innovative Computing, Information and Control (IJICIC), Volume 8, No. 7, July 2012. (Impact factor: 1.667)
   
4 Yessi Jusman, Nor Ashidi Mat Isa, Rohana Adnan & Nor Hayati Othman, ‘Intelligent Classification of Cervical Pre-cancerous Cells Based on The FTIR Spectra’, accepted for publication in ELSEVIER Ain Shams Engineering Journal, 12 December 2011.
   
5 Kenny Kal Vin Toh & Nor Ashidi Mat Isa, ‘Locally Adaptive Bilateral Clustering for Image Deblurring and Sharpness Enhancement’, IEEE Transactions on Consumer Electronics, Volume 57, No. 3, pp. 1227-1235. August 2011. (Impact factor: 1.057).
   
6 Fasahat Ullah Siddiqui & Nor Ashidi Mat Isa, ‘Enhanced Moving K-Means (EMKM) Algorithm for Image Segmentation’, IEEE Transactions on Consumer Electronics, Volume 57, No. 2, pp. 833 – 841. May 2011. (Impact factor: 1.057).
   
7 Nor Ashidi Mat Isa, Zamani Md Sani & Muhammad Subhi Al Batah, ‘Automated Intelligent Real-Time System for Aggregate Classification’ ELSEVIER International Journal of Mineral Processing, Vol. 100. No. 1-2, pp. 41- 50. 8 July 2011. (Impact factor: 1.082).
   
8 Kamal Z. Zamli, Mohammad F.J. Klaib, Mohammed I. Younis, Nor Ashidi Mat Isa & Rusli Abdullah, 'Design and implementation of a t-way test data generation strategy with automated execution too support' ELSEVIER Information Sciences, Volume 181, Issue 9, pp. 1741 – 1758. 1 May 2011. (Impact factor: 2.836).
   
9 Nor Ashidi Mat Isa & Wan Mohd Fahmi Wan Mamat, ‘Clustered-Hybrid Multilayered Perceptron Network for Pattern Recognition Application’, ELSEVIER Applied Soft Computing, Vol. 11, No. 1, pp. 1457 – 1466. January 2011 (Impact factor: 2.097).
   
10 Tan Khang Siang & Nor Ashidi Mat Isa, ‘Color Image Segmentation Using Histogram Thresholding – Fuzzy C-means Hybrid Approach’, ELSEVIER Pattern Recognition, Vol. 44, No. 1, pp. 1 – 15. January 2011 (Impact Factor: 2.682).
   
11 Siti Noraini Sulaiman and Nor Ashidi Mat Isa, ‘Adaptive Fuzzy-K-means Clustering Algorithm for Image Segmentation’, IEEE Transaction on Consumer Electronics. Vol. 56. No. 4. 2010. (Impact factor: 0.942)
   
12 Siti Noraini Sulaiman and Nor Ashidi Mat Isa, “Denoising-based Clustering Algorithms for Segmentation of Low Level Salt-and-Pepper Noise-Corrupted Images,” IEEE Transaction on Consumer Electronics. Vol. 56. No. 4. 2010. (Impact factor: 0.942)
   
13 Kenny Kal Vin Toh and Nor Ashidi Mat Isa, ‘Clustering-based fuzzy switching median filter for universal impulse noise reduction’, IEEE Trans. on Consumer Electronics,(accepted on Nov 2010). Vol. 56. No. 4. 2010. (Impact factor: 0.942)
   
14 Ooi Chen Hee and Nor Ashidi Mat Isa. ‘Adaptive Contrast Enhancement Methods with Brightness Preserving’, IEEE Transaction on Consumer Electronics. Vol. 56. No. 4. 2010. (Impact factor: 0.942)
   
15 Ooi Chen Hee and Nor Ashidi Mat Isa. ‘Quadrants Dynamic Histogram Equalization for Contrast Enhancement’,  IEEE Transaction on Consumer Electronics. Vol. 56. No. 4. 2010. (Impact factor: 0.942)
   
16 Kenny Kal Vin Toh and Nor Ashidi Mat Isa, ‘Noise Adaptive Fuzzy Switching Median Filter for Salt-and-Pepper Noise Reduction’, IEEE Signal Processing Letters. Vol. 17, No. 3, pp. 281-284, March 2010.
   
17 Mohammad Subhi Al-Batah, Nor Ashidi Mat Isa, Kamal Zuhairi Zamli and Khairun Azizi Mohd Azizli, ‘Modified Recursive Least Square to Train Hybrid Multilayered Perceptron Network’, ELSEVIER Applied Soft Computing (Elsevier), Vol. 10, No. 1, pp. 236 - 244, January 2010.
   
18 Nor Ashidi Mat Isa, Samy A. Salamah and Umi Kalthum Ngah,’Adaptive Fuzzy Moving K-Means Clustering Algorithm for Image Segmentation’, IEEE Transaction on Cosumer Electronic, Vol. 55, No. 4, pp 2145 – 2153. November 2009.
   
19 Mohammad Subhi Al-Batah, Nor Ashidi Mat Isa, Kamal Zuhairi Zamli, Zamani Md Sani and Khairun Azizi Azizli, 'A Novel Aggregate Classification Technique Using Moment Invariants and Cascaded Multilayered Perceptron Network’, ELSEVIER Int. Journal of Mineral processing, Vol. 92. No. 1-2, pp. 92 – 102, 2009, Elsevier.
   
20 Nor Ashidi Mat Isa, Mohamad Subhi Al Batah, Kamal Zuhairi Zamli, Khairun Azizi Azizli and Nor Rizuan Mat Noor, ‘Suitable Features Selection for the HMLP and MLP Networks to Identify the Shape of Aggegate’, ELSEVIER Construction and Building Materials, Volume 22, No.3, March 2008. ISSN 0950-0618. Elsevier.
   
21 Nor Ashidi Mat Isa, Mohd Yusoff Mashor and Nor Hayati Othman, ‘An Automated Cervical Pre-Cancerous Diagnostic System’, ELSEVIER Artificial Intelligence in Medicine, Volume 42, No. 1. pp. 1-11. January 2008. ISSN 0933-3657, Elsevier.
   

International Journals (cited ISI, SCOPUS etc)
   
1 Intan Aidha Yusoff & Nor Ashidi Mat Isa, ‘Two-Dimensional Clustering Algorithms for Image Segmentation’, WSEAS Transaction on Computers, Vol. 10, No. 10, pp. 332 – 342, October 2011.
   
2 Ali Qusay Al-Faris, Dzulkifli Mohamad, Umi Kalthum Ngah & Nor Ashidi Mat Isa, ‘Handwritten Characters Extraction from Form Based on Line Shape Characteristics’, Journal of Computer Science, Science Publications. Vol. 7. No. 12. pp. 1778-1783, 2011.
   
3 Mohd Fauzi Alias, Nor Ashidi Mat Isa, Siti Amrah Sulaiman & Mahaneem Mohamed, ‘Modified Moving K-Means Clustering Algorithm’, accepted for publication in International Journal of Knowledge-Based and Intelligent Engineering Systems (IOS Press), June, 2011.
   
4 Mohd Fauzi Alias, Nor Ashidi Mat Isa & Siti Amrah Sulaiman, '‘Sprague Dawley Rat Sperm Classification Using Hybrid Multilayered Perceptron Network’, WSEAS Transaction on Information Science and Applications, Vol. 8, No. 2, pp. 109 - 118. February 2011.
   
5 Siti Noraini Sulaiman, Nor Ashidi Mat Isa & Nor Hayati Othman, ‘Semi-Automated Pseudo Colour Features Extraction Technique for Cervical Cancer’s Pap Smear Images’, International Journal of Knowledge-Based and Intelligent Engineering Systems (IOS Press), Vol. 15. No. 3, pp. 131-143, 2011.
   
6 Zailani Mohd Nordin, Nor Ashidi Mat Isa, Umi Kalthum Ngah, kamal Zuhairi Zamli and Mohd Ezani Aziz, ‘The Use of Moving Contrast Sweep to Increase the Effectiveness of Linear, Non-linear and Midtone Shift Contrast Enhancement in Mammography’, Int. J. of Intelligent Decision Technologies (Special Issue), IOS Press, Volume 3, Issue 2, Pages 101 – 114, 2009.
   
7 Mohammed I. Younis, Kamal Zuhairi Zamli, Mohammad F. J. Klaib, Zainal Hisham Che Soh, Syahrul Afzal Che Abdullah and Nor Ashidi Mat Isa, ‘IRPS – An Efficient Test Data Generation Strategy for Pairwise Testing’, Int. J. Of Advanced Intelligence Paradigms (Special Issue), IOS Press, accepted for publication.
   
8 Ting Shyue Siong, Nor Ashidi Mat Isa, Zailani Mohd Nordin & Umi Kalthum Ngah, ‘The Determination of the Number of Suspicious Clustered Micro Calcifications on ROI of mammogram Images’, Lecture Notes on Computer Sciences, pp. 232 – 242, November 2009, Springer.
   
9 Mohammed I. Younis, Kamal Zuhairi Zamli & Nor Ashidi Mat Isa, ‘IRPS – An Efficient Test Data Generation Strategy for Pairwise Testing’ Lecture Note in Artificial Intelligence. Vol. 5177. pp. 493-500. Springer Verlag. 2008.
   
10 Zailani Mohd Nordin, Nor Ashidi Mat Isa, Umi Kalthum Ngah & Kamal Zuhairi Zamli, “Mammographic Image Contrast Enhancement Through the Use of Moving Contrast Sweep”, Lecture Note in Artificial Intelligence. Vol. 5179. pp. 533-540. Springer Verlag. 2008.
   
11 Mohd Fauzi Alias, Nor Ashidi Mat Isa, Siti Amrah Sulaiman & Kamal Zuhairi Zamli, “Detection of Sprague Dawley Sperm Using Matching Method” Lecture Note in Artificial Intelligence. Vol. 5179. pp. 541-547. Springer Verlag. 2008.
   
12 Esugasini Subramaniam, Mohd Yusoff Mashor, Nor Ashidi Mat Isa & Nor Hayati Othman.  “Performance Comparison For MLP Networks Using Various Back Propagation Algorithms For Breast Cancer Diagnosis”. Lecture Note in Artificial Intelligence (ISBN: 3-540-28896-1) Vol. 3682. pp. 123-130. Springer Verlag. 2005.
   
13 Dzati Athiar Ramli, Ahmad Fauzan Kadmin, Mohd Yusoff Mashor. & Nor Ashidi Mat Isa. “Diagnosis of Cervical Cancer Using Hybrid Multilayered Perceptron (HMLP) Network” Lecture Note in Artificial Intelligence. (ISBN: 3-540-28896-1). Vol. 3213. pp. 591-598. Springer-Verlag. 2004
   

International Journals (Others)

1. Nazahah Mustafa, Nor Ashidi Mat Isa and Mohd Yusoff Mashor, ‘Automated Multicelss Segmentation of ThinPrep Image Using Modified Seed Based Region Growing Algorithm’, Int. J. Of Biomedical Soft Computing and Human Sciences, Vol. 14, No. 2, pp. 41-47, 2009, BMFSA International.
   
2. Nor Ashidi Mat Isa, Mohd Yusoff Mashor & Nor Hayati Othman, “Classification of Cervical Cancer Cells Using HMLP Network with Confidence Percentage and Confidence Level Analysis”. International Journal of The Computer, The Internet and Management. (ISSN No: 0858-7027). Vol. 11. No. 1. pp. 17-29. 2003.
   
3. Nor Ashidi Mat Isa, Mohd Yusoff Mashor & Nor Hayati Othman “Seeded Region Growing Features Extraction Algorithm; Its Potential Use in Improving Screening for Cervical Cancer”. International Journal of The Computer, The Internet and Management. (ISSN No: 0858-7027). Vol. 13. No. 1. pp. 61-70. January-April, 2005.
   
4. Nor Ashidi Mat Isa, Ariffuddin Joret, Ahmad Nazri Ali, Kamal Zuhairi Zamli & Khairun Azizi Azizli “Application of Artificial Neural networks to Classify the Shape of Aggregate”, WSEAS Transaction on System (ISSN No: 1109-2777). Vol. 4 Issue. 6, June 2005.
   
5. Nor Ashidi Mat Isa “Automated Detection Technique for Pap Smear Images Using Moving K-Means Clustering and Modified Seed Based Region Growing Algorithm”. International Journal of The Computer, The Internet and Management. (ISSN No: 0858-7027). Vol. 13. No. 3. pp. 45-59. September – December, 2005.
   
6. Nor Ashidi Mat Isa, Ariffuddin Joret, M. Subhi M. Al-Batah, Ahamd Nazri Ali, Kamal Zuhairi Zamli & Khairun Azizi Azizli, “Microcontroller Based HMLP Realization for Aggregate Classification System”, International Journal of factory Automation, Robotics and Soft Computing, (ISSN: 1828-6984) Issue 2. pp. 19 – 26. April 2006.
   
7. Nor Ashidi Mat Isa, Mohd Yusoff Mashor, Kamal Zuhairi Zamli, Nor Rizuan Mat Noor & Nor Hayati Othman, “ Supplementary and Alternative Techniques to Interpret Pap Smear: A Review”, International Journal of factory Automation, Robotics and Soft Computing, (ISSN: 1828-6984) Issue 2. pp. 27 – 34,. April 2006.
   
8. Esugasini Subramaniam, Tan Kuan Liung, Mohd Yusoff Mashor & Nor Ashidi Mat Isa “Breast Cancer Diagnosis Systems: A Review”. International Journal of The Computer, The Internet and Management. (ISSN No: 0858-7027). Vol. 14. No. 2. pp. 24 – 35, 2006.
   
9. Kamal Zuhairi Zamli & Nor Ashidi Mat Isa “The Applicability of VRPML for Supporting Distributed Software Engineering Teams”. International Journal of The Computer, The Internet and Management. (ISSN No: 0858-7027). Vol. 14. No. 3. pp. 89-100. 2006.
   
10. Umi Kalthum Ngah, Shalihatun Azlin Aziz, Mohd Ezane Aziz, Nik Munirah Nik Mahdi, Ali Yeon Mat Shakaff, Nor Ashidi Mat Isa & Mohd Yusoff Mashor. 2007. “A BI-RADS Based Expert System for the Diagnoses of Breast Diseases”. American Journal of Applied Sciences. Vol. 4. No. 11. pp.867 - 875. 2007.
   
11. Nor Ashidi Mat Isa, Esugasini Subramaniam, Mohd Yusoff Mashor & Nor Hayati Othman, “Fine Needle Aspiration Cytology Evaluation for Classifying Breast Cancer Using Artificial Neural Network”, American Journal of Applied Sciences. Vol. 4. No. 12. pp. 999 – 1008. 2007.
   
12. Zamani Md Sani, Nor Ashidi Mat Isa, Shahrel Azmin Suandi, Mohammad Subhi Al-Batah, Kamal Zuhairi Zamli & Khairun Azizi Azizli, “Intelligent Rock Vertical Shaft Impact Crusher Local Database System”, International Journal of Computer Science and Network Security, Vol. 7. No. 6. pp. 57 – 62. June 2007.
   
13. Norlia Md Yusof, Nor Ashidi Mat Isa & Harsa Amylia Mat Sakim, “Computer-Aided Detection and Diagnosis for Microcalcification in Mammogram: A Review”, International Journal of Computer Science and Network Security, Vol. 7. No. 6. pp. 202 - 208. June 2007.
   
14. Kamal Zuhairi Zamli & Nor Ashidi Mat Isa, “Addressing Race Condition Problem in a Graph Based Visual Language”, International Journal of Computer Science and Network Security, Vol.7 No. 7, pp. 146 - 152, July 2007.
   
15. Siti Noraini Sulaiman, Mohd Fauzi Alias, Nor Ashidi Mat Isa and Mohamad Faizal Abd Rahman, “An Expert Image Processing System on Template Matching’, International Journal of Computer Science and Network Security, Vol.7 No. 7, pp. 234-238, July 2007.
   
16. Kamal Zuhairi Zamli, Nor Ashidi Mat Isa, Mohamed Fadel Jamil Klaib & Siti Norbaya Azizan, “A Tool for Automated Test Data Generation (and Execution) Based on Combinatorial Approach”, International Journal of Software Engineering and Its Application, Vol. 1. No. 1. pp. 19 – 36. July, 2007.
   
17. Noorhidayati Abu Seman, Nor Ashidi Mat Isa, Zeehaida Mohamed, Umi Kalthum Ngah & Kamal Zuhairi Zamli, “ Classification of Malaria Parasite Species Based on Thin Blood Smears Using Hybrid Multilayered Perceptron Network (HMLP)”, International Journal of Factory Automation, Robotics and Soft Computing, (ISSN: 1828-6984) Issue 2. pp. 211 – 216. April 2007.
   
18. Kamal Zuhairi Zamli, Nor Ashidi Mat Isa & Mohd Daud Alang Hassan, “Software Testing and Automation”, International Journal of Factory Automation, Robotics and Soft Computing, (ISSN: 1828-6984) Issue 2. pp. 38 - 43. April 2007.
   
19. Eyada A. J. Alanzi, Mohd Zaid Abdullah & Nor Ashidi Mat Isa, “Accurate Fault Location of EHV Teed Feeder Using RBFNN”, International Journal of Computer Science and Network Security, Vol.7 No. 12, pp. 282 - 286, December 2007.
   
20. Kamal Zuhairi Zamli & Nor Ashidi Mat Isa, “JTst – An Automated Unit Testing Tool for Java Program”, American Journal of Applied Sciences. Vol. 5. No. 2. pp. 77 - 82. 2008.
   
21. Nor Rizuan Mat Noor, Nor Ashidi Mat Isa, Mohd Yusoff Mashor, Nor Hayati Othman, Kamal Zuhairi Zamli and M. Subhi Al-Batah. “Automatic Glass-Slide Capturing System for Cervical Cancer Pre-Screening Program”, American Journal of Applied Sciences.  Vol. 5. No. 5. pp. 461-467, 2008.
   
22. Norrhidayati Abu Seman, Nor Ashidi Mat Isa, Lim Chia Li, Zeehaida Mohamed, Umi Kalthum Ngah & Kamal Zuhairi Zamli, ‘Classification of Malaria Parasite Species Based on Thin Blood Smears Using Multilayer Perceptron Network’,  International Journal of The Computer, The Internet and Management. (ISSN No: 0858-7027). Vol. 16. No. 1. pp. 46-52. April, 2008.
   
23. Nazahah Mustafa, Nor Ashidi Mat Isa, Mohd Yusoff Mashor & Nor Hayati Othman, “Ability Of New Features Of Cervical Cells For Cervical Cancer Diagnostic System Using Hierarchical Neural Network”  International Journal of Simulation: Systems, Science, and Technology (IJSSST) Special Issue on: Advances in Mechatronics and AI Models, (ISSN: 1473-8031)Vol. 9. No. 2. pp. 56-64. May. 2008. (Published by the United Kingdom Simulation Society).
   
24. Zamani Md Sani, Nor Ashidi Mat Isa, Shahrel Azmin Suandi, Kamal Zuhairi Zamli & Khairun Azizi Azizli, ‘An Automated Capturing System with Database Facility’, International Journal of Factory Automation, Robotics and Soft Computing, (ISSN: 1828-6984) Issue 3. pp. 94-97. July 2008.
   
25. Nazahah Mustafa, Nor Ashidi Mat Isa and Mohd Yusoff Mashor, ‘Automated Multicells Segemntation of ThinPrep Image using Modified Seed Based Region growing Algorithm’, International Journal of Biomedical Soft Computing and Human Sciences, Vol. 14, No. 2, pp. 41 – 47, 2009. BMFSA International.