School of Electrical Engineering and Computer Science

Honorary Professor Joachim Diederich

Honorary Professor
School of Electrical Engineering and Computer Science

Publications

Book (1)
Book Chapters (9)
Journal Articles (7)
Conference Papers (37)
Patent (1)

Book

Diederich, Joachim (2021). The psychology of artificial superintelligence. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-71842-8

Book Chapters

Tilaka, Anne Debra, Diederich, Joachim, Song, Insu and Teoh, Ai Ni (2014). Automated method for diagnosing speech and language dysfunction in schizophrenia. Mental health informatics. (pp. 201-215) Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_11
Felin, Diederich, Joachim and Song, Insu (2014). An alternative method of analysis in the absence of control group. Mental health informatics. (pp. 151-161) edited by Margaret Lech, Peter Yellowlees, Insu Song and Joachim Diederich. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_8
Goh, Tze Jui, Diederich, Joachim, Song, Insu and Sung, Min (2014). Using diagnostic information to develop a machine learning application for the effective screening of autism spectrum disorders. Mental health informatics. (pp. 229-245) edited by Margaret Lech, Peter Yellowlees, Insu Song and Joachim Diederich. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_13
Diederich, Joachim and Song, Insu (2014). Mental health informatics: Current approaches. Mental health informatics. (pp. 1-16) Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_1
Song, Insu and Diederich, Joachim (2014). Generating explanations from support vector machines for psychological classifications. Mental health informatics. (pp. 125-150) edited by Margaret Lech, Peter Yellowlees, Insu Song and Joachim Diederich. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_7
Song, Insu and Diederich, Joachim (2014). Speech analysis for mental health assessment using support vector machines. Mental health informatics. (pp. 79-105) edited by Margaret Lech, Peter Yellowlees, Insu Song and Joachim Diederich. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_5
Choo, Carol, Diederich, Joachim, Song, Insu and Ho, Roger (2014). Suicide risk analysis. Mental health informatics. (pp. 217-228) edited by Margaret Lech, Peter Yellowlees, Insu Song and Joachim Diederich. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-38550-6_12
Diederich, Joachim, Tickle, Alan B. and Geva, Shlomo (2010). Quo vadis? Reliable and practical rule extraction from neural networks. Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski. (pp. 479-490) edited by Jacek Koronacki, Zbigniew W. Raś, Sławomir T. Wierzchoń and Janusz Kacprzyk. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-05177-7_24
Pedersen, Carol and Diederich, Joachim (2007). Accent in speech samples: Support vector machines for classification and rule extraction. Rule Extraction from Support Vector Machines. (pp. 205-226) edited by J. Diederich. Berlin, Heidelberg, Germany: Springer-Verlag. doi: 10.1007/978-3-540-75390-2_9

Journal Articles

Choo, Carol, Diederich, Joachim, Song, Insu and Ho, Roger (2014). Cluster analysis reveals risk factors for repeated suicide attempts in a multi-ethnic Asian population. Asian Journal of Psychiatry, 8 (1), 38-42. doi: 10.1016/j.ajp.2013.10.001
Diederich, Joachim, Hogan, James M. and Guenay, Cengiz (2010). Recruitment Learning. Recruitment Learning, 303, 3-+.
Mitsdorffer, Rolf and Diederich, Joachim (2008). Prediction of first-day returns of initial public offering in the US stock market using rule extraction from support vector machines. Studies in Computational Intelligence, 80, 185-203. doi: 10.1007/978-3-540-75390-2_8
Diederich, Joachim, Al-Ajmi, Aqeel and Yellowlees, Peter (2007). Ex-ray: Data mining and mental health. Applied Soft Computing, 7 (3), 923-928. doi: 10.1016/j.asoc.2006.04.007
Barakat, Nahla and Diederich, Joachim (2005). Eclectic rule-extraction from support vector machines. International Journal of Computational Intelligence, 2 (1), 59-62.
Diederich, Joachim, Brugman, Claudia and Towsey, Michael (2003). Introduction to : Special Issue: Neural Networks and Machine Learning for Natural Language Processing [editorial]. Applied Intelligence, 19 (1), 7-7. doi: 10.1023/A:1023869605136
Diederich, Joachim, Kindermann, Jörg, Leopold, Edda and Paass, Gerhard (2003). Authorship Attribution with Support Vector Machines. Applied Intelligence, 19 (1-2), 109-123. doi: 10.1023/A:1023824908771

Conference Papers

Pedersen, Carol and Diederich, Joachim (2007). Accent classification using support vector machines. 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), Melbourne, Australia, 11-13 July 2007. Los Alamitos, CA, United States: IEEE. doi: 10.1109/ICIS.2007.47
Diederich, J. (2006). Rule-Extraction from Support Vector Machines. Learning@Snowbird 2006, Clearwater Beach, Florida, USA, 4th - 7th April, 2006.
Pedersen, C. and Diederich, J. (2006). Human and machine learning based accent recognition. Learning@Snowbird 2006, Snowbird, Utah, 4-7 April, 2006.
Al Ajmi, Aqeel, Pedersen, Mark, Diederich, Joachim, Al Jabri, Bader, Al Jabri, Salim and Al Nazwani, Majed (2006). Support vector machines for the automatic grading of essays. 7th International Conference on Information Technology Based Higher Education and Training, Sydney, Australia, 10-13 July 2006.
Diederich, Joachim (2006). Computational methods to detect plagiarism in assessment. 7th International Conference on Information Technology Based Higher Education and Training (ITHET), Sydney, Australia, 10-13 July 2006. IEEE. doi: 10.1109/ITHET.2006.339758
Pedersen, Carol and Diederich, Joachim (2006). Listener Discrimination of Accent. HCSNet SummerFest 2006, Sydney University, Sydney, NSW, 27 November-1 December, 2006. Sydney, NSW: HCSNet.
Diederich, J. A. (2006). A Classification System for Rule-Extraction from Support Vector Machines. International Conference of Hybrid Systems and Applications (ICHSA 2006) Workshop: New Paradigms for Hybrid Learning System, University of Louisiana, Lafayette, LA, USA, 24 May 2006. not found: not found.
Afifi, Noura, Diederich, Joachim and Shanableh, Tamer (2006). Computational methods for the detection of facial palsy. 6th International Conference on Successes and Failures in Telehealth (SFT-6), Brisbane, Australia, 24-25 August 2006. London, UK: Royal Society of Medicine Press. doi: 10.1258/135763306779380129
Diederich, J. and Yellowlees, P. (2006). Artificial Intelligence methods for the detection of schizophrenic language behaviour. 7th International Mental Health Conference, Gold Coast, 4-5 August 2006.
Taji, Mohammed Hazem, Al-Khouri, Hani, Misto, Wissam, Abu-Salah, Abdul Kader, Wootton, Richard, Diederich, Joachim and Kawash, Jalal (2006). Tele-Medika: a data mining empowered web portal for online health. Successes and Failures in Telehealth: 6th Annual International Conference (SFT6), Brisbane, Australia, 24-25 August 2006. London, U.K.: Royal Society of Medicine Press. doi: 10.1258/135763306779380002
Asadi, S., Xu, J. J., Shi, Y., Diederich, J. and Zhou, X. F. (2006). Calculation of target locations for web resources. 7th International Conference on Web Information Systems Engineering (WISE '06), Wuhan, China, 23-26 October 2006. Berlin, Germany: Springer-Verlag Berlin. doi: 10.1007/11912873_29
Nabil Barakat, M., Barakat, N., Diederich, J. and Al Lawati, J. (2005). Diagnosis of diabetes mellitus: case of different cutoff values: A data mining approach. 1st International Conference of the Gulf Goup of the Study of Diabetes, Dubai, 13-15 February, 2005. United Arab Emirates: International Journal of Diabetes.
Diederich, J. and Pedersen, M. (2005). Language analysis of classroom interactions - A workshop. Redesigning Pedagogy: Research, Policy, Practise, National Institute of Education, Nanyang Technological University, Singapore, 30th May - 1st June, 2005. National Institute of Education.
Barakat, M. N., Barakat, N., Diederich, J. and Al-Lawati, J. (2005). Diagnosis of Diabetes Mellitus: A data mining approach. International Conference of the Gulf Group for the Study of Diabetes, Dubai, UAE, 13-15 February 2005. UAE: The Management Council of the International Journal of Diabetes.
Wooller, R., Brown, A. R., Miranda, E. R., Berry, R. and Diederich, J. (2005). A framework for comparison of process in algorithmic music systems. Generative Arts Practice 2005 - A Creativity & Cognition Symposium, University of Technology, Sydney, Australia, 5-7 December, 2005.
Nabil Barakat, M., Barakat, N., Diederich, J. and Al Lawati, J. (2005). Modified cut off values for diagnosis of impaired glucose telerance (IGT) : A data mining approach. The 9th International Pan Arab Conference on Diabetes (PACD9) 2005, Cairo, Egypt, 22-25 March 2005. Cairo:
Al-Ajmi, A., Pedersen, M., Diederich, J., Al-Jabri, B., Al-Jabri, S. and Al-Nazwani, M. (2005). Support vector machines for the automatic grading of assignments. Redesigning Pedagogy: Research, Policy, Practice, National Institute of Education, Nanyang Technological University, Singapore, May 30– June 1, 2005.
Asadi, Saeid, Chang, Chung-Yi, Zhou, Xiaofang and Diederich, Joachim (2005). Searching the world wide web for local services and facilities: A review on the patterns of location-based queries. 6th International Conference on Web-Age Information Management, WAIM 2005, Hangzhou, China, 11-13 October, 2005. Heidelberg, Germany: Springer Berlin. doi: 10.1007/11563952
Diederich, Joachim (2004). New technologies to determine plagiarism in written texts. International Conference on Educational Technology, Singapore, 9 - 10 September, 2004.
Brodrick, David, Taylor, Douglas and Diederich, Joachim (2004). Recurrent Neural Networks for Narrowband Signal Detection in the Time-Frequency Domain. 213th Symposium of the International Astronomical Union, Hamilton Island, Great Barrier Reef, Australia, 8-12 July 2002. San Francisco, Calif.: Astronomical Society of the Pacific for the IAU.
Diederich, Joachim (2004). Higher Education in the Persian Gulf. Global Conference on Excellence in Education and Training, SP Convention Centre, Singapore, 20 - 22 May, 2004.
Abusaa, M., Diederich, J. and Al Ajmi, A. (2004). Web mining and mental health. International Conference on Intelligent Agents, Web Technologies and Internet Commerce, Gold Coast, Queensland, 12-14 July 2004. Canberra, ACT: University of Canberra.
Diederich, Joachim and Barakat, Nahla (2004). Hybrid rule-extraction from support vector machines. 2004 IEEE Conference on Cybernetics and Intelligent Systems, Singapore, 1-3 December 2004. Piscataway, NJ, U.S.A.: IEEE. doi: 10.1109/ICCIS.2004.1460774
Barakat, Nahla and Diederich, Joachim (2004). Learning-based Rule-Extraction from Support Vector Machines. The 14th International Conference on Computer Theory and applications ICCTA'2004, Alexandria, Egypt, 28-30 September, 2004. not found: not found.
Diederich, J, Song, I., Al-Ajmi, A. and Zhu, J. (2004). Authorship attribution and search engine technology. 3rd Conference on Neuro-Computing and Evolving Intelligence, AUT Technology Park Auckland, 13 -15 Dec 2004. Knowledge Engineering and Discovery Research Institute.
Abusaa, Mabruk, Diederich, Joachim and Al Ajmi, Aqeel (2004). Machine Learning, Text Classification and Mental Health. 12th National Health Informatics Conference, Brisbane, 25-27 July 2004. Brunswick East, Vic.: Health Informatics Society of Australia.
Barakat, Nahla and Diederich, Joachim (2004). Learning-Based Rule-Extraction From Support Vector Machines: Performance On Benchmark Data Sets. 3rd Conference on Neuro-Computing and Evolving Intelligence (NCEI’04), Auckland, New Zealand, 13-15 December, 2004.
Diederich, Joachim and Barakat, Nahla (2004). Knowledge Initialisation for Support Vector Machines. Conference on Neuro-Computing and Evolving Intelligence (KEDRI 2004), Auckland, New Zealand, 13-15 December, 2004.
Diederich, Joachim (2004). Computational methods to determine plagiarism in assessment. Global Conference on Excellence in Education and Training, Singapore, 20-22 May 2004.
Diederich, J., Yellowlees, P. M. and Al-Ajmi, A. (2003). Ex-ray:Text classification and the assessment of mental health. Eighth Australian Document Computing Symposium ADCS 2003, CSIRO Discovery Centre, Canberra Australia, 20-21 November 2003. Canberra, ACT, Australia: CSIRO ICT Centre.
Diederich, J. and Yellowlees, P. M. (2003). Ex-ray: Machine learning for the assessment of mental health. NCEI'2003 (Neuro-Computing and Evolving Intelligence 2003), AUT Technology Park, Auckland, New Zealand, 20-21 November 2003. Auckland New Zealand: Knowledge Engineering and Discovery Research Institute KEDRI, Auckland University of Technology.
Diederich, J., Yellowlees, P. M. and Al-Ajmi, A. (2003). Ex-ray: The extraction of diagnostic categories from psychiatric reports. NCEI'03 (Neuro-Computing and Evolving Intelligence 2003), AUT Technology park, Auckland, New Zealand, 20-21 November 2003. Auckland New Zealand: Knowledge Engineering and Discovery Research Institute KEDRI, Auckland University of Technology.
Heyer, C. M., Madden, J. L., Hollingsworth, K. A., Heydon, P.A., Bartlett, K. M. and Diederich, J. (2002). MyNewsWave: User-centered web search and news delivery. Seventh Australian Document Computing Symposium (ADCS 2002), The University of Sydney, Australia, 16 December 2002. University of Sydney, Australia: School of Information Technologies, The University of Sydney.
Heyer, C. M. and Diederich, J. (2002). Tibianna: A learning-based search engine with query refinement. ADCS 2002 - 7th Australasian Document Computing Symposium, The University of Sydney, Australia, 16 December 2002. Sydney, Australia: The University of Sydney.
Mitsdorffer, R., Diederich, J. and Tan, C. (2002). Rule extraction from technology IPOs in the US stock market. ICONIP'02, Orchid Country Club, Singapore, 18-22 November 2002. Nanynag Technological University, Singapore: Nanyang Technological University, Singapore. doi: 10.1109/ICONIP.2002.1201910
Hogan, J. M., Hitchcock, Y. and Diederich, J. (2002). Support Vector Machine Classification of Facial Expressions. 6th Conference of the Australasian Society for Cognitive Science, Freemantle, WA, 3rd - 5th April, 2002.
Mitsdorffer, R., Diederich, J. and Tan, C. (2001). Predicting first-day returns of cross-industry initial public offerings in the US stock market. Fifth Biannual Conference on Artificial Neural Networks and Expert Systems, Dunedin, New Zealand, 22-24 November, 2001. Dunedin, New Zealand: University of Otago.

Patent

Diederich, J. and Yellowlees, P. M. (2003). Method and Apparatus for Assessing Psychiatric and Physical Disorders. PCT/AU03/01307.