Publications of Qing MA

Japanese

Publication List

(Selected papers are available for download)

Last modified: Mon Sep 11 18:39:43 JST 2006

Journal Papers

M. Murata, K. Ichii, Q. Ma, T. Kanamaru, S. Tsukawaki, H. Isahara: Extraction of important numerical pairs from text documents and visualization of them, to appear in Information Technology Letters, 2006.
M. Murata, K. Uchimoto, Q. Ma, T. Kanamaru, H. Isahara: Error analysis of translation of tense, aspect, and modality in machine translation system, Information Technology Letters, 2005.
Y. Zhang, Q.Ma, H. Isahara: Constrction of a Japanese-Chinese Bilingual Dictionary Using English as an Intermediary, International Journal of Computer Processing of Oriental Languages, Volume 18, Number 1, pp. 23-39, 2005.
M. Murata, M. Utiyama, K. Uchimoto, H. Isahara, Q.Ma: Correction of errors in a verb modality corpus used for machine translation with a machine-learning method, ACM Transactions on Asian Language Information Processing, Volume 4 , Issue 1, pp. 18-37, 2005
Y. Zhang, Q.Ma, H. Isahara: Automatic Constrction of Japanese-Chinese Translation Dictionary Using English as an Intermediary, Journal of Natural Language Processing, Vol. 12, No. 2, pp. 63-85, 2005.
Q. Ma, K. Kanzaki, Y. Zhang, M. Murata, H. Isahara: Self-organizing semantic maps and its application to word alignment in Japanese-Chinese parallel corpora, Neural Networks, Vol. 17, No. 8-9, pp. 1241-1253, 2004.
K. Kanzaki, Q. Ma, E. Yamamoto, M. Murata, H. Isahara:Objective Hierarchy of Abstract Concepts - Organization of Abstract Nouns via Distribution of Adjectives -, Journal of Cognitive Science, Vol.4, No.2, pp. 201-225, 2003.
B. Lu, Q. Ma, M. Ichikawa, H. Isahara: Efficient Part-Of-Speech Tagging with a Min-Max Modular Neural-Network Model, Applied Intelligence 19, 65-81, 2003.
M. Murata, M. Utiyama, K. Uchimoto, Q. Ma, H. Isahara: CRL at Japanese dictionary-based task of SENSEVAL-2 -- Comaparison of various types of machine learning methods and features in Japanese word sense disambiguation --, Journal of Natural Language Processing, Vol. 10, No. 3, pp. 115-133, 2003.
M. Murata, Q. Ma, H. Isahara: Comparison of Three Machine-Learning Methods for Thai Part-of-Speech Tagging, ACM Transactions on Asian Language Information Processing Vol.1, No.2, p.145-p.158, 2002.
Q. Ma, B. L. Lu, H. Isahara, and M. Ichikawa: Part of Speech Tagging with Min-Max Modular Neural Networks, Systems and Computers in Japan, Vol. 33, No. 7, pp. 30-39, 2002.
Q. Ma, K. Kanzaki, M. Murata, K. Uchimoto, and H. Isahara: Self-Organizing Semantic Map of Japanese Nouns, Journal of Information Processing Society of Japan, Vol. 42, No. 10, pp. 2379-2391, 2001.
Q. Ma, B. L. Lu, H. Isahara, and M. Ichikawa: Part of Speech Tagging with Min-Max Modular Neural Networks, IEICE Trans. Inf. & Syst., Vol. J84-D-II No. 4, pp. 708-717, 2001.
M. Murata, Q. Ma, K. Uchimoto, H. Isahara: An Example-Based Approach to Japanese-to-English Translation of Tense, Aspect, and Modality, Journal of Japanese Society of Artificial Intelligence, Vol. 16, No. 1, pp. 20-28, 2001.
H. Isahara, Q. Ma, V. Sornlertlamvanich, and N. Takahashi: ORCHID: Building Lingustic Resources in Thai, Literary and Lingustic Comupting, Vol. 15, No. 4, pp. 465-478, Oxford University press 2000.
Q. Ma, K. Uchimoto, M. Murata, and H. Isahara: An Integrated Neuro and Rule-based Part of Speech Tagger, Journal of Information Processing Society of Japan, Vol. 41, No. 10, pp. 2827-2836, 2000.
Q. Ma and H. Isahara: Semantic Networks Represented by Adaptive Associative Memories, Neurocomputing, Vol. 34, pp. 207-225, 2000.
K. Uchimoto, M. Murata, Q. Ma, S. Sekine, and H. Isahara: Word Order Acquisition from Corpora, Journal of Natural Language Processing, Vol. 7, No. 4, pp. 163-180, 2000.
M. Uchiyama, M. Murata, Q. Ma, K. Uchimoto, and H. Isahara: Statstical Approach to the Interpretation of Metonymy, Journal of Natural Language Processing, Vol. 7, No. 2, pp. 91-116, 2000.
M. Murata, Q. Ma, K. Uchimoto, H. Ozaku, M. Uchiyama, and H. Isahara: Information Retrieval Using Location and Category Information, Journal of Natural Language Processing, Vol. 7, No. 2, pp.141-160, 2000.
K. Uchimoto, Q. Ma, M. Murata, H. Ozaku, M. Uchiyama, and H. Isahara: Named Entity Extraction Based on A Maximum Entropy Model and Transformation Rules, Journal of Natural Language Processing, Vol. 7, No. 2, pp. 63-90, 2000.
M. Murata, K. Uchimoto, Q. Ma, H. Isahara: Machine Learning Approach To Estimating a Referential Property of a Noun Phrase, Journal of Natural Language Processing, Vol. 7, No. 1, pp. 31-50, 2000.
M. Murata, K. Kanzaki, K. Uchimoto, Q. Ma, H. Isahara: Meaning Sort MSORT - Three Examples: Dictionary Construction, Tagged Corpus Construction, and Information Presentation System -, Journal of Natural Language Processing, Vol. 7, No. 1, pp. 51-66, 2000.
M. Murata, K. Uchimoto, Q. Ma, and H. Isahara: Bunsetsu Identification Using Category-exclusive Rules, Journal of Information Processing Society of Japan, Vol. 41, No. 1, pp. 59-69, 2000.
M. Murata, K. Uchimoto, Q. Ma, and H. Isahara: Magical Number Seven Plus or Minus Two: Syntactic Struture Recognition in Japanese and English Sentences, Journal of Natural Language Processing, Vol. 6, No. 7, pp. 61-71, 1999.
Q. Ma, K. Uchimoto, M. Murata, H. Isahara: Automatic Part-Of-Speech Tagging System, Journal of Japanese Society of Artificial Intelligence, Vol. 14, No. 6, pp. 1116-1124, 1999.
Q. Ma and H. Isahara: A Multi-Neuro Tagger Using Variable Lengths of Contexts, Journal of Natural Language Processing, Vol. 6, No. 1, pp. 29-42, 1999.
Q. Ma and H. Isahara: Associative Semantic Memory Capable of Fast Inference on Conceptual Hierarchies, IEICE Trans. Inf. & Syst., Vol. E81-D, No. 6, pp. 572-583, 1998.
Q. Ma: Adaptive Associative Memories Capable of Pattern Segmentation, IEEE Trans. Neural Networks, Vol. 7, no. 6, pp. 1439-1449, 1996.
Q. Ma and Y.Hirai: Modeling the Acquisition of Counting with an Associative Network, Biol.Cybern. 61, pp.271-278, 1989.
Y.Hirai and Q.Ma: Modeling the Process of Problem-Solving by Associative Networks Capable of Improving the Performance, Biol.Cybern. 59, pp.353-365, 1988.
Y.Hirai and Q.Ma: Representation of Problem Solving Processes by a Model of Associative Processor, HASP, IEICE Trans., Vol. J70-D, No. 5, pp. 983-994, 1987.

International Conference Presentations

M. Murata, K. Kikui, Q. Ma, T. Kanamaru, H. Isahara, Extracting important information from natural language processing article abstracts and visualizing them, to appear in SCIS & ISIS 2006, 2006.
M. Murata, K. Ichii, Q. Ma, T. Kanamaru, S. Tsukawaki, H. Isahara, Developing text mining and visualization system for numerical information pairs, to appear in SCIS & ISIS 2006, 2006.
M. Murata, K. Ichii, Q. Ma, T. Shirado, T. Kanamaru, S. Tsukawaki, H. Isahara, Development of an automatic trend exploration system using the MuST data collection, to appear in COLING-ACL2006 Workshop: Development of an automatic trend exploration system using the MuST data collection (IEBD2006), 2006.
K. Kanzaki, Q. Ma, E. Yamamoto, and H. Isahara, Semantic Analysis of Abstract Nouns to compile a thesaurus of Adjectives, to appear in the Sixth International Conference on Language Resources and Evaluation (LREC2006).
M. Murata, K. Uchimoto, Q. Ma, T. Kanamaru, H. Isahara: Analysis of Machine Translation Systems' Errors in Tense, Aspect, and Modality, 19th Pacific Asia Conference on Language, Information and Computation (PACLIC19), Taipei, Dec., 2005.
Q. Ma, K. Nakao, E. Enomoto, M. Murata: Single language information retrieval at NTCIR-5, the Fifth NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, Question Answering and Cross-Lingual Information Access Tokyo. pp.39-43, 2005.
Q. Ma: Qusetion-answering and information extraction, The 5th Japan-China Natural Language Processing Joint Research Promotion Conference (CJNLP-2005), Laforet Yamanakako, Nov. 8-11, 2005.
Q. Ma, K. Enomoto, M. Murata, H. Isahara: Information Retrieval Capable of Visualization and High precision, the Second International Joint Conference on Natural Language Processing (IJCNLP-05), Jeju Island, Korea, Oct., 2005.
M. Murata, Q.Ma, T. Kanamaru, T. Shirado, H. Isahara: Trend Survey on Japanese Natural Language Processing Studies over the Last Decade, the Second International Joint Conference on Natural Language Processing (IJCNLP-05), Jeju Island, Korea, Oct., 2005.
Y. Zhang, Q. Ma, H. Isahara: A Multi-aligner for Japanese-Chinese Parallel Corpora, the 10th Machine Translation Summit, Puket, Thailand, Sep., 2005.
Y. Zhang, Q. Ma, H. Isahara: Building an Annotated Japanese-Chinese Parallel Corpus - A Part of NICT Multilingual Corpor, to appear in the 10th Machine Translation Summit, Puket, Thailand, Sep., 2005.
K. Kanzaki, E. Yamamoto, H. Isahara, Q. Ma: Hierarchies of Adjectival Concepts on a Self-Organizing Map, The Third International Workshop on Generative Approaches to the Lexicon (GL2005), Switzerland, May 2005.
Q. Ma: Visualization of Information Retrieval, The 4th China-Japan Natural Language Processing Joint Research Promotion Conference (CJNLP-2004), Hong Kong, Nov. 10-15, 2004.
K. Kanzaki, E. Yamamoto, Q. Ma, H. Isahara: Analysis of Semantic Usgae of Adjectives via Hierarchy: Self-Organizing Semantic Map, THE LEICON: ITS STATUS IN THE THEORY OF LANGUAGE, NOV., 2004
K. Kanzaki, E. Yamamoto, Q. Ma, H. Isahara: Construction of an Objective Hierarchy of Abstract Concepts via Directional Similarity, the 20th International Conference of Computational Linguistics (COLING2004), Geneva, Aug., 2004.
Q. Ma, K. Enomoto, M. Murata: Self-Organizing Documentary Maps for Information Retrieval, the 2004 International Joint Conference on Neural Networks (IJCNN2004), Budapest, July, 2004.
M. Murata, Q. Ma, H. Isahara: Applying Multiple Characterics and Techniques to Obtain High Levels of Performance in Information Retrieval at NTCIR-4, Woriking Notes of NTCIR-4, Tokyo, 2-4 June, 2004
M. Murata, M. Shindou, Q. Ma, H. Isahara: Conversion between English Parts of Speech Using a Word Dictionary, the 25th Conference of the International Computer Archive of Modern and Medieval English (ICAME25), Verona, May, 2004
M. Murata, Q. Ma, T. Shirado, H. Isahara¨ Database for Evaluating Extracted Terms and Tool for Visualizing the Terms, LREC2004 Workshop: Computational and Computer-Assisted Terminology, Lisbon, May, 2004.
K. Kanzaki, Q. Ma, E. Yamamoto, M. Murata, H. Isahara¨ Extraction of Hyperonymy of Adjectives from Large Corpora by Using the Neural Network Model, the Fourth International Conference on Language Resources and Evaluation (LREC2004), 423-426, Lisbon, May, 2004.
Y. Zhang, Q. Ma, H. Isahara: Use of Kanji Information in Constructing a Japanese-Chinese Bilingual Lexicon, The 4th workshop on Asian Language Resource (IJCNLP-04 Workshop), Hainan, China, Mar. 2004.
Q. Ma: Word Alignment in Japanese-Chinese Parallel Corpora, The 3rd Japan-China Natural Language Processing Joint Research Promotion Conference, Laforet BIWAKO, Japan, Nov. 11-12, 2003.
Y. Zhang, Q. Ma, H. Isahara: Automatic acquisition of a Japanese-Chinese Bilingual lexicon Using English as an Intermediary, IEEE NLPKE-2003, Beijing, Oct., 2003.
Q. Ma, Y. Zhang, M. Masaki, H. Isahara: Semantic Maps for Word Alignment in Bilingual Parallel Corpora, ACL2003 Workshop: Second SIGHAN Workshop on Chinese L anguage Processing, pp. 98-103, Sapporo, July, 2003.
K. Kanzaiki, Q. Ma, E. Yamamoto, M. Murata, H. Isahara: Adjectives and their Abstract Concepts --- Toward an objective thesaurus from Semantic Map, The Second International Workshop on Generative Approaches to Lexicon, May, 2003.
Q. Ma: Natural Language Processing with Neural Networks, Language Engineering Conference (LEC2002), pp. 45-56, University of Hyderabad, India, 2002/12 (invited paper).
Y. Zhang, Q. Ma: Aiming at Developing A Japanese-Chinese Machine Translation System Capable of Self-learning and Self-organizing, the Second China-Japan Natural Language Processing Joint Research Promotion Conference (CJNLP-2002), pp. 118-122, Beijing Uni., Oct.30-Nov.2.
K. Kanzaiki, Q. Ma, H. Isahara: A Semantic Map of Abstract Nouns based on Adjectives in Japanese -Verification of Categories of Adjectival Representation Through Linguistics and NLP-, Third International Conference on the Mental Lexicon, Oct, 2002.
M. Murata, Q. Ma, H. Isahara: Applying Multiple Characteristics and Techniques to Obtain High Levels of Performance in Information Retrieval, NTCIR Workshop 3 CLIR, Oct, 2002.
Q. Ma, M. Zhang, M. Murata, Ming Zhou, H. Isahara: Self-Organizing Chinese and Japanese Semantic Maps, The 19th International Conference on Computational Linguistics (COLING'2002), Taiwan, pp. 605-611, August, 2002.
K. Kanzaki, Q. Ma, M. Murata, and H. Isahara: Classification of Adjectival and Non-adjectival Nouns Based on their Semantic Behavior by Using a Self-Organizing Semantic Map, to appear in the COLING'2002 Workshop on Building and Using Semantic Networks, Taiwan, September, 2002.
M. Murata, M. Utiyama, K. Uchimoto, Q. Ma, and H. Isahara: Correction of Errors in a Modality Corpus Used for Machine Translation by Using Machine-learning Method, TMI 2002, Kyoto, Japan, March, 2002.
M. Murata, Q. Ma, and H. Isahara: Part of Speech Tagging in Thai Language Using Support Vector Machine, The Second Workshop on Natural Language Processing and Neural Networks (NLPNN2001), Tokyo, November 30, 2001.
Min Zhang, Q. Ma, Ming Zhou, Shaoping Ma¨Optimizing Feature Endcoding for Self-Organizing Chinese Semantic Map, The Second Workshop on Natural Language Processing and Neural Networks (NLPNN2001), pp. 93-100, Tokyo, Japan, November, 2001.
Q. Ma, Min Zhang, Ming　Zhou¨Self-Organization of Chinese Semantic Maps Using TFIDF Term Weighting, The Second Workshop on Natural Language Processing and Neural Networks (NLPNN2001), pp. 85-92, Tokyo, Japan, November, 2001.
Q. Ma and B. L. Lu: "Emergent Learning and Natural Language Processing," The 8th International Conference on Neural Information Processing (ICONIP2001), November 14-18, Shanghai, China, 2001.
Q. Ma, M. Zhang, M. Zhou, C. Huang, and H. Isahara: "Emergence of Chinese Semantic Maps from Self-Organization," The 8th International Conference on Neural Information Processing (ICONIP2001), November 14-18, Shanghai, China, 2001.
Q. Ma, B. L. Lu, M. Murata, M. Ichikawa, H. Isahara: "On-line Error Detection of Annotated Corpus Using Modular Neural Networks," to appear in International Conference on Artificial Neural Networks (ICANN2001), Vienna, Austria, August, 2001.
M. Murata, K. Uchimoto, Q. Ma, H. Isahara: Using a Support-Vector Machine for Japanese-to-English Translation of Tense, Aspect, and Modality, ACL Workshop on the Data-Driven Machine Translation, Toulouse, France, July, 2001.
M. Murata, M. Utiyama, K. Uchimoto, Q. Ma, H. Isahara: Japanese word sense disambiguation using the simple Bayes and support vector machine methods, Proc. SENSEVAL-2, July, 2001.
M. Murata, M. Utiyama, H. Ozaku, Q. Ma, H. Isahara: CRL at NTCIR2, NTCIR2 workshop, March, 2001.
M. Murata, K. Uchimoto, Q. Ma, H. Isahara: A machine-learning approach to estimating the referential properties of Japanese noun phrases Second International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2000), February, 2001.
M. Murata, K. Uchimoto, Q. Ma, H. Isahara: Magical Number Seven Plus or Minus Two¨Syntactic Structure Recognition in Japanese and English SentencesSecond International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2000), February, 2001.
Q. Ma, K. Kanzaki, M. Murata, K. Uchimoto, and H. Isahara: "Self-Organizing Japanese Semantic Maps,", 6th International Conference on Soft Computing (IIZUKA2000), pp. 188-194, Iizuka, Japan, october, 2000.
K. Kanzaki, Q. Ma, and H. Isahara: Distribution of nouns in a semantic map basd on the semantic relations between adnominal constituents and their head nous, Second International Conference on the Mental Lexicon, October, 2000.
Q. Ma: Self-organizing Sematic Maps, International Workshop on Information Processing in the Brain (IWIPB2000), Hangzhou, China, Septemper, 2000.
K. Uchimoto, M. Murata, Q. Ma, H. Ozaku, and H. Isahara: "Named Entity Extraction Based on A Maximum Entropy Model and Transformation Rules," the 38th Annual Meeting of the Association for Computational Linguistics (ACL), pp. 326-335, Hong Kong, October, 2000.
K. Kanzaki, Q. Ma, H. Isahara: "Similarities and Differences among Semantic Behaviors of Japanese Adnominal Constituents," ANLP/NAACL2000 Workshop on Syntactic and Semantic Complexity in Natural Language Processing Systems, pp. 59-68, 2000.
M. Murata, Q. Ma, K. Uchimoto, H. Ozaku, M. Utiyama, and H. Isahara: "Japanese Probabilistic Information Retrieval Using Location and Category Information,", IRAL'2000, Hong Kong, September 30, 2000.
Q. Ma, M. Murata, K. Uchimoto, H. Isahara: "Hybrid Neuro and Rule-Based Part of Speech Taggers," The 18th International Conference on Computational Linguistics (COLING'2000),　pp. 509-515, Vol. 1, Saarbrucken, Germany, August, 2000.
K. Uchimoto, M. Murata, Q. Ma, S. Sekine, H. Isahara: "Word Order Acquisition from Corpora," the 18th International Conference on Computational Linguistics (COLING'2000), pp. 871-877, Vol. 1, Saarbrucken, Germany, August, 2000.
M. Murata, K. Uchimoto, Q. Ma, H. Isahara: "Bunsetsu Identification Using Category-Exclusive Rules," the 18th International Conference on Computational Linguistics (COLING'2000), Saarbrucken, Germany, August, 2000.
Q. Ma, K. Kanzaki, M. Murata, K. Uchimoto, H. Isahara: "Self-Organizing Semantic Maps of Japanese Nouns in Terms of Adnominal Constituents," The IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'2000), Vol. VI, pp. 91-96, Como, Italy, August, 2000.
M. Murata, Q. Ma, A. Yamamoto, H. Isahara: "Metonymy Interpretation Using X NO Y Examples," SNLP'2000, Chiang Mai, Thailand, May 10, 2000.
Q. Ma, M. Murata, M. Uchiyama, K. Uchimoto, H. Isahara: "Part of speech tagging with mixed approaches of neural networks and transformation rules," The First Workshop on Natural Language Processing and Neural Networks (NLPNN'99), pp. 53-57, Beijing, China, November, 1999.
B. L. Lu, Q. Ma, M. Ichikawa, H. Isahara: "Massively parallel part of speech tagging using min-max modular neural networks, ", The First Workshop on Natural Language Processing and Neural Networks (NLPNN'99), pp. 58-63, Beijing, China, November, 1999.
Q. Ma, B. L. Lu and H. Isahara: "Part of speech tagging with min-max modular neural networks," 1999 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC'99), pp. v356-v360, Tokyo, Japan, October, 1999.
Q. Ma, M. Murata, K. Uchimoto, H. Isahara: "Elastic neural networks for part of speech tagging," IEEE-INNS International Joint Conference on Neural Networks (IJCNN'99), pp. 2991-2996, Washington DC, July, 1999.
M. Murata, Q. Ma, K. Uchimoto, H. Isahara: "An Example-Based Approach to Japanese-to-English Translation of Tense, Aspect, and Modality," TMI'99, Chester, UK, August 23, 1999.
Q. Ma, H. Isahara, M. Sun: "A multi-neuro tagger applied in Chinese text," 1998 International Conference on Chinese Information Processing (ICCIP'98), pp. 200-207, Beijing, China, November, 1998.
Q. Ma and H. Isahara: "A multi-neuro tagger using variable lengths of contexts," 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics (COLING-ACL'98), pp. 802-806, Montreal, Canada, August, 1998.
Q. Ma and H. Isahara, "Adaptive associative memories for fast inference on conceptual hierarchies," 1997 International Symposium on Nonlinear Theory and its Applications (NOLTA'97), pp. 697-700, Honolulu, USA, Nov. 29-Dec. 2, 1997.
Q. Ma and H. Isahara, "Part-of-speech tagging of Thai corpus with the logical combined neural networks," Natural Language Processing Pacific Rim Symposium 1997 (NLPRS'97), pp. 537-540, Phuket, Thailand, Dec. 2-4, 1997.
Q. Ma, H. Isahara, and H. Ozaku: "Automatic part-of-speech tagging of Thai corpus using neural networks," Artificial Neural Networks - ICANN96, Bochum, Germany, July, Lecture Notes in Computer Science, 1112, C. von der Malsburg et al. (Eds.), Springer, pp. 275-280, 1996.
Q. Ma: "Connectionist realization of semantic networks using an adaptive associative memory, AAM," 1995 IEEE International conference on Neural networks Proceeding (ICNN'95), pp. 1328-1333, Perth, Australia, November, 1995.
Q. Ma: "Adaptive type of associative memories with capability of pattern segmentation and noise immunity," Proc. of the 3d International Conference on Fuzzy Logic, Neural Nets and Soft Computing (IIZUKA1994), pp. 65-68, 1994.
Y.Hirai and Q.Ma: "Associative Networks underlying Problem-Solving: Representation of the Process of Addition by a Model of an Associative Processor, HASP.", the IEEE First Annual International Conference on Neural Networks (ICNN87), pp.II-33-40, June, 1987.

Book & Review

Application and Development of Self-Organazation Map, Kaibundou Publiser, 2002.
B. L. Lu, Q. Ma, H. Isahara, and M. Ichikawa: "Massively Parallel Learning of Part-of-speech Disambiguation," RIKEN Review, No. 30, pp. 40-49, 2000.
K. Uchimoto and Q. Ma: "Morphological Analyses and Parsing," Special Issue on Natural Language Processing, Humanities and Information Processing, Benjo Publisher, pp. 13-29, 1999
H. Isahara, Q. Ma, et al.: "Studies on Pratical Rrealization of High Intelligent Functions,", Journal of Communications Research Laboratory, Vol. 43, No. 4, pp. 705-714, 1997.
Q. Ma and H. Isahara: "Part-of-speech tagging of Thai corpus with the logical combined neural networks," NECTEC Technical Report 1997-001, Thailand, pp. 21-34, November, 1997.

PhD Dissertation

Modeling the Cognitive Processing with Associative Networks

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