Publications & Papers

Journals:

• Mahsa Mirzamohammad, Ali Ahmadi, Mitra Mirzarezaei, Moving Object Detection And Tracking In Video By Cellular Learning Automata And Gradient Method In Fuzzy Domain, Journal of Intelligent & Fuzzy Systems (ISSN: 1064-1246), DOI:10.3233/IFS-131052, Oct. 2013.

• Kaveh Hassani, Ali Nahvi, Ali Ahmadi, Design And Implementation Of An Intelligent Virtual Environment For Improving Speaking And Listening Skills, Journal of Interactive Learning Environments (ISSN: 1049-4820), DOI: 10.1080/10494820.2013.846265, Oct 2013.

• Kaveh Hassani, Ali Nahvi, Ali Ahmadi, Architectural Design and Implementation of Intelligent Embodied Conversational Agents Using Fuzzy Knowledge-Base, Journal of Intelligent and Fuzzy Systems (ISSN: 1064-1246), Vol. 25, No. 3, pp. 811-823, 2013, doi: 10.3233/IFS-120687.

• Hamed Ahmadi; Ali Ahmadi, S.Azimzadeh-Jamalkandi, M.Aliyari, A.Salehzadeh-Yazdi, A.Masoudi-Nejad, homoTarget: A New Algorithm for Prediction of MicroRNA Targets in Homo Sapiens, Elsevier Editorial System for Genomics (ISSN: 0888-7543), Vol. 101, No. 2, pp. 94-100, Feb. 2013, Online Publish: doi: 10.1016/j.ygeno.2012.11.005.

• Abdolreza Asadi Ghanbari, Ali Broumandnia, Hamidreza Navidi, Ali Ahmadi, Brain Computer Interface with Genetic Algorithm, (IJICTR) Int'l Journal of Information and Communication Technology Research (ISSN 2223-4985), Vol. 2, No. 1, pp. 79-86, 2012.

• Abdolreza Asadi Ghanbari, Mir Mohsen Pedram, Ali Ahmadi, H.Navidi and A.Broumandnia, Brain Computer Interface with Wavelets and Genetic Algorithms, Wavelet Transforms and Their Recent Applications in Biology and Geoscience (ISBN 979-953-307-538-8), pp. 119-139, 2012. (Book Chapter)

• Ali Ahmadi, Hans Jürgen Mattausch, Mahmoud Saeidi, M. Anwarul Abedin, Tetsushi Koide, and Yoshinori Shirakawa, An Associative Memory Based Learning Model with an Efficient Hardware Implementation in FPGA, Elsevier Expert Systems with Applications Journal (ISSN: 0957-4174), Vol. 38, No. 4, pp. 3499-3513, 2011.

• Ali Ahmadi, Mehran Fotouhi, Intelligent Classification of Web-pages Using Contextual and Visual Features, Elsevier Applied Soft Computing Journal (ISSN: 1568-4946 ), Vol. 11, No. 2, pp. 1638-1647, 2011.

• Ali Ahmadi, Mehdi Zamanian, Mohsen M. Takami, Adult Web-page Filtering Using Textual, Structural, and Visual Features, Journal of Iran Telecommunication Research Center (IJICT) (In Persian), Vol 1, No. 4, pp. 29-43, 2009.

• M. Anwarul Abedin, Yuki Tanaka, Ali Ahmadi, Tetsushi Koide and Hans Jurgen Mattausch, Mixed Digital-Analog Associative Memory Enabling Fully-Parallel Nearest Euclidean Distance Search, Japanese Journal of Applied Physics (JJAP), Vol. 46, No. 4B, pp. 2231-2237, 2007.

• M. Anwarul Abedin, Yuki Tanaka, Ali Ahmadi, Shogo Sakakibara, Tetsushi Koide and Hans Jurgen Mattausch, Realization of K-Nearest-Matches Search Capability in Fully-Parallel Associative Memories, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol. E90-A, No. 6, pp. 1240-1243, 2007.

• Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, Improvement of Reliability in Bank Note Classification Using Reject Option and Local PCA, Information Sciences (Elsevier Science Inc.), Vol. 168, pp. 277-293, 2004.

• Ali Ahmadi, Sigeru Omatu, Toshihisa Kosaka, and Toru Fujinaka, A Reliable Method for Classification of Bank Notes Using Artificial Neural Networks, Artificial Life and Robotic (AROB), Vol. 8 (2), pp. 133-139, 2004.

• Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, A Reliable Classification Method for Paper Currency based on The Non-Linear PCA, IEEJ Transactions on Electronics, Information and Systems Society, Vol. 123-C (10), pp. 1783-1789, Oct. 2003.

• Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, On Reliability of Paper Currency Classifiers Using Neural Networks and PCA, IEEJ Transactions on Electronics, Information and Systems Society, Vol. 123-C (7), pp. 1358-1359, July 2003.

• Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, Off-line Persian Handwritten Recognition Using Hidden Markov Models, IEEJ Transactions on Electronics, Information and Systems Society, Vol. 122-C (12), pp. 2128-2134, Dec. 2002.


Conferences:

1. Sadaf Iranpour Tari, Ali Ahmadi, "Intelligent Method for Prediction of Gene Expression's Time Series Based on Dynamic Fuzzy Neural Networks," 19th National Conference of Iranian Computer Society, Iran, Tehran, March 2014.

2. Mohsen Jafari, Ali Ahmadi, " Theft Event Detection in Surveillance and Security Systems Based on Visual Features," 21th Iranian Conference on Electrical Engineering, Iran, Mashad, May 2013.

3. Fatemeh Kazemi, Ali Ahmadi, Kobra Kamran, "Using Naïve Bayesian Network and Paice Algorithm for Persian Words Stemming and Its Application in Texts Similarity Detection," 21th Iranian Conference on Electrical Engineering, Iran, Mashad, May 2013.

4. Kobra Kamran, Ali Ahmadi, Fatemeh Kazemi, "Plagiarism Detection in Persian Texts Using Finger-print Algorithms," 21th Iranian Conference on Electrical Engineering, Iran, Mashad, May 2013.

5. Fatemeh Kazemi, Ali Ahmadi, Kobra Kamran, "Words Stemming Using Naïve Bayesian Network and its Application for Similarity Detection in Persian Texts," 11th Iranian Conference on Intelligent Systems, Iran, Tehran, Feb. 2013.

6. Kobra Kamran, Ali Ahmadi, Mehran Mohsenzadeh, "Plagiarism Detection in Persian Texts Using SimHash Algorithms," 11th Iranian Conference on Intelligent Systems, Iran, Tehran, Feb. 2013.

7. Ali Taimori, Alireza Behrad, Farbod Razzazi, Ali Ahmadi and Massoud Babaie-Zadeh, “A Proper Transform for Satisfying Benford’s Law and Its Application to Double JPEG Image Forensics,” IEEE Int'l Symposium on Signal Processing and Information Technology, Vietnam, Dec. 2012.

8. Amir Z. Asoodeh, Farshad Rostamabadi, Ali Ahmadi, “Map Point-Labeling with Rotation in Slider Model Using an Efficient Evolutionary Algorithm,” 20th Int'l Conf. in Central Europe on Computer Graphics, Visualization and Computer Vision, Charlottetown, Prague, Aug. 2012.

9. Morteza Saberi Anari, Ali Ahmadi, “Prediction Of Students Action In E-learning Systems By Using Hidden Markov Model,”17th National CSI Computer Conference, Tehran, Iran, March 2012.

10. Maryam Saberi Anari, Ali Ahmadi, “Morteza Saberi Anari, To Design A Prediction System For People's Characteristic Features By Persian Hand-Writing Analysis,” 17th National CSI Computer Conference, Tehran, Iran, March 2012.

11. Frahad Ramezani Moziraji, Ali Ahmadi, “A New Approach For Improvement Of Particle Swarm Optimization Algorithm,” 17th National CSI Computer Conference, Tehran, Iran, March 2012.

12. Kaveh Hassani, Ali Nahvi, Ali Ahmadi, “Design And Implementation Of An Intelligent Virtual Environment For Customer Interaction Using Autonomous Fuzzy Agents,” The 7th International TELLSI Conference, Yazd, Iran, Oct. 2009. (In Persian)

13.Mehran Fotouhi, Ali Ahmadi, “Adult Image Detection Using Visual Features,” Proc. of Int’l Conference on Signal and Image Processing (ISCIP 2009), pp. 1174-1179, Amsterdam, Netherlands, Sep. 2009.

14.Ali Ahmadi, Mehdi Zamanian, Mohsen M. Takami, Mahmoud Khaleghi, and Hadi Farzin, “A Content-based Approach for Classification of Web-sites and its Application in Recognition of Porn Web-pages,” Proc. of Int’l Conference on Artificial Intelligence and Pattern Recognition (AIPR-09), pp. 117-122, Orlando, USA, July 2009.

15.Ali Ahmadi, Hans Jurgen Mattausch, and Yoshinori Shirakawa, “Developing a Learning Model Based on a Short/Long-term Memory and Application in Signature Verification,” Proc. of Int’l Conference on Artificial Intelligence and Pattern Recognition (AIPR-09), pp. 123-129, Orlando, USA, July 2009.

16.Ali Ahmadi, Mehdi Zamanian, Mohsen M. Takami, Hadi Farzin, Mahmoud Khaleghi, “Intelligent Web-page Classification Using Profile and Visual Features,” Proc. Of 17th Electrical Eng. Conference, pp. 48-53, Tehran, Iran, May 2009. (In Persian)

17.Ali Ahmadi, Mehdi Zamanian, Hadi Farzin, Mahmoud Khaleghi, “Web-pages Classification by Intelligent Content Analysis,” 14th Int’l Computer Conference (CSICC), Tehran, Iran, March 2009. (In Persian)

18.M. Anwarul Abedin, Ali Ahmadi, Tetsushi Koide and Hans Jurgen Mattausch, Fully Parallel Associative Memory with Human Memory Type Learning Model, 10th Int’l Conf. on Computer and Information Technology (ICCIT 2007), pp. 73 – 79, Dhaka, Bangladesh, Dec. 2007.

19. Ali Ahmadi, Hans Jurgen Mattausch, M. Anwarul Abedin, Tetsushi Koide, Yoshinori Shirakawa, and M. Arifin Ritonga, Developing a Reliable Learning Model for Cognitive Classification Tasks Using an Associative Memory, CIISP’2007 (IEEE Symposium on Computational Intelligence in Image and Signal Processing), Hawaii, USA, April 2007.

20.Ali Ahmadi, M. Anwarul Abedin, Hans Jurgen Mattausch, Tetsushi Koide, and Yoshinori Shirakawa, A Human-Memory Based Learning Model and Hardware Prototyping in FPGA, Proc. of Fifth COE Int’l Workshop on Nanoelectronics for Tera-bit Information Processing, pp. , Tokyo, Japan, Jan. 2007.

21.M. Anwarul Abedin, Yuki Tanaka, Ali Ahmadi, Tetsushi Koide and Hans Jurgen Mattausch, Fully Parallel Associative Memory Architecture with Mixed Digital-Analog Match Circuit for Nearest Euclidean Distance Search, Proc. of APCCAS’2006 (IEEE Asia Pacific Conference on Circuits and Systems), Singapore, Dec. 2006.

22.M. Anwarul Abedin, Yuki Tanaka, Ali Ahmadi, Tetsushi Koide and Hans Jurgen Mattausch, Nearest-Euclidean-Distance Search Associative Memory with Fully Parallel Mixed Digital-Analog Match Circuitry, Extended abstract of SSDM'2006 (The Int. Conf. on Solid State Devices and Materials), pp. 282-283, Yokohama, Japan, Sep. 2006.

23.Ali Ahmadi, M. Arifin Ritonga, M. Anwarul Abedin, Hans Jurgen Mattausch, and Tetsushi Koide, A Learning OCR System Using Short/Long-term Memory Approach and Hardware Implementation in FPGA, Proc. of WCCI’2006 (IEEE World Congress on Computational Intelligence), pp. 2702-2708, Vancouver, Canada, July 2006.

24.M. Anwarul Abedin, Kazuhiro Kamimura, Ali Ahmadi, Tetsushi Koide , and Hans Jurgen Mattausch, Minimum Euclidean Distance Associative Memory Architecture with Fully-Parallel Search Capability, Proc. of SASIMI’06 (The 13th Workshop on Synthesis and System Integration of Mixed Information technologies), pp. 350-354, Nagoya, Japan, Apr. 2006.

25.Ali Ahmadi, Md. Anwarul Abedin, Hans Jurgen Mattausch, and Tetsushi Koide, A Parallel Hardware Design for Parametric Active Contour Models, Proc. Of AVSS’05 (IEEE Int’l Conference on Advanced Video and Signal-Based Surveillance), pp. 609-613, Como, Italy, Sep. 2005.

26.Ali Ahmadi, M.D.Anwarul Abedin, Kazuhiro Kamimura, Yoshinori Shirakawa, Hans Jurgen Mattausch, and Tetsushi Koide, Associative Memory Based Hardware Design for An OCR System and Prototyping with FPGA, Proc. of Fourth COE Int’l Workshop on Nanoelectronics for Tera-bit Information Processing, pp. 56-57, Hiroshima, Japan, Sep. 2005.

27.Ali Ahmadi, Yoshinori Shirakawa, Md.Anwarul Abedin, Kazuhiro Kamimura, Hans Jurgen Mattausch, and Tetsushi Koide, An LSI Hardware Design for Online Character Recognition Using Associative Memory, Proc. of MWSCAS’2005 (IEEE Int’l Mid-west Symposium on Circuits and Systems), pp. 464-467, Cincinnati, USA, Aug. 2005.

28.Ali Ahmadi, Hans Jurgen Mattausch, and Tetsushi Koide, A Parallel Hardware Design for Snake Models with an FPGA Architecture, Proc. of NSIP’2005 (Int’l Workshop on Nonlinear Signal and Image Processing), pp. 146-150, Sapporo, Japan, May 2005.

29.Ali Ahmadi, Yoshinori Shirakawa, Md.Anwarul Abedin, Kazuhiro Takemura, Kazuhiro Kamimura, Hans Jurgen Mattausch, and Tetsushi Koide, Real-time Character Recognition System Using Associative Memory Based Hardware, Proc. of Third COE Int’l Workshop on Nanoelectronics for Tera-bit Information Processing, pp. 40-41, Hiroshima, Japan, Dec. 2004.

30.Ali Ahmadi, Hans Jurgen Mattausch, and Tetsushi Koide A Numerical Approach for Snake Models and Implementation with an FPGA Architecture, Proc. Of ProRISC’2004 (Workshop on Circuits, Systems and Signal Processing), pp. 1-6, Netherland, Nov. 2004.

31.Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, A PCA Based Method for Improving the Reliability of Bank Note Classifier Machines, Proc. of ISPA’2003 Int’l Symposium on Image and Signal Processing and Analysis, Rome, Italy, Sep. 2003.

32. Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, An Effective Reject Rule for Reliability Improvement in Bank Note Neuro-Classifier, Proc. of NNSP’2003 (IEEE Int’l Workshop on Neural Network for Signal Processing), pp. 509-516, Toulouse, France, Sep. 2003.

33.Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, A Study on Evaluating and Improving the Reliability of Bank Note Neuro-Classifiers, Proc. of SICE’2003 (The Society of Instrument and Control Engineers), pp. 1327-1331, Fukui, Japan, Aug. 2003.

34.Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, A Reliable Method for Recognition of Paper Currency by Approach to Local PCA, Proc. of IJCNN’2003 (Int’l Joint Conf. On Neural Networks), pp. 1258-1262, Portland, Oregon, USA, July 2003.

35.Ali Ahmadi, Sigeru Omatu, and Toshihisa Kosaka, A Methodology to Evaluate and Improve Reliability in Paper Currency Neuro-classifiers, Proc. of CIRA’2003 (IEEE International Symposium On Computational Intelligence in Robotics and Automation), pp. 1186-1189, Kobe, Japan, July 2003.

36.Ali Ahmadi and Sigeru Omatu, A High Reliability Method for Classification of Paper Currency Based on Neural Networks, Proc. of AROB'08 (Artificial Life and Robotics), pp. 601-604, Oita, Japan, Jan. 2003.

37.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, Optimizing the Reliability of LVQ Classifiers in Paper Currency Machines, Proc. of KJCIEE’2002 (Kansai-Section Joint Convention of Institute of Electrical Engineering), pp. G323, Osaka, Japan, Nov. 2002.

38.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, Implementing a Reliable Neuro-Classifier for Paper Currency Using PCA Algorithm, Proc. of SICE’2002 (The Society of Instrument and Control Engineers), pp. 2514-2516, Osaka, Japan, Aug. 2002.

39.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, Off-line Persian Handwritten Recognition Using Hidden Markov Models, Proc. of iSCIe’2002 (The Institute of Systems, Control and Information Engineers), Vol. 3, pp. 231-232, Port Island, Kobe, Japan, May 2002.

40.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, An Off-line HMM-based Classifier for Persian/Arabic Texts, Proc. of KJCIEE’2001 (Kansai-Section Joint Convention of Institute of Electrical Engineering), pp. G351, Kobe, Japan, Nov. 2001.

41.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, An HMM-based OCR for Persian/Arabic Texts, Proc. of FAN’01 (Fuzzy, Artificial Intelligence, Neural Networks and Computational Intelligence), pp. 127-130, Sakai, Osaka, Japan, Sep. 2001.

42.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, An HMM-based Classifier for Persian/Arabic Texts, Proc. of KES’2001 (Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies), pp. 824-828, Osaka, Japan, Sep. 2001.

43.Ali Ahmadi, Sigeru Omatu, and Michifumi Yoshioka, Recognition of Printed Persian Characters by Using a 2-Stage Neural Network, Proc. of iSCIe’2001 (The Institute of Systems, Control and Information Engineers), Osaka, Japan, May 2001.

Theses:

Ali Ahmadi, Reliability Improvement in Neural Networks Classifiers Applied for Bank Note Recognition Task, (Ph.D. Thesis), Osaka, Japan, March 2004.

Ali Ahmadi, Recognition of Printed Persian characters by approach to Neural Network, (M.Sc. Thesis), Osaka, Japan, March 2001.

Ali Ahmadi, Development of a Graphic Database for Power Transmission Lines & Ports + Design and Programming a Software for Power Transmission Lines & Ports, (B.Sc. Thesis), Tehran, 1991.