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ORCIDPaul Compton
Person information
- affiliation: University of New South Wales, Sydney, Australia
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2020 – today
- 2023
[j25]Charles Guan, Hendra Suryanto, Ashesh Mahidadia
, Michael Bain, Paul Compton:
Responsible Credit Risk Assessment with Machine Learning and Knowledge Acquisition. Hum. Centric Intell. Syst. 3(3): 232-243 (2023)
2010 – 2019
- 2016
- [j24]Alfred Krzywicki, Wayne Wobcke, Michael Bain, John Calvo Martinez, Paul Compton:
Data mining for building knowledge bases: techniques, architectures and applications. Knowl. Eng. Rev. 31(2): 97-123 (2016) - [c75]Diyin Zhou, Hye-Young Paik, Seung Hwan Ryu, John Shepherd, Paul Compton:
Building a Process Description Repository with Knowledge Acquisition. PKAW 2016: 86-101 - 2015
- [j23]Wayne Wobcke, Alfred Krzywicki, Yang Sok Kim, Xiongcai Cai, Michael Bain, Paul Compton, Ashesh Mahidadia:
A Deployed People-to-People Recommender System in Online Dating. AI Mag. 36(3): 5-18 (2015) - [j22]Filippo Galgani, Paul Compton, Achim G. Hoffmann:
LEXA: Building knowledge bases for automatic legal citation classification. Expert Syst. Appl. 42(17-18): 6391-6407 (2015) - [j21]Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Xiongcai Cai, Michael Bain, Ashesh Mahidadia, Paul Compton:
Collaborative Filtering for people-to-people recommendation in online dating: Data analysis and user trial. Int. J. Hum. Comput. Stud. 76: 50-66 (2015) - [j20]Filippo Galgani, Paul Compton, Achim G. Hoffmann:
Summarization based on bi-directional citation analysis. Inf. Process. Manag. 51(1): 1-24 (2015) - 2014
- [j19]Filippo Galgani, Paul Compton, Achim G. Hoffmann:
HAUSS: Incrementally building a summarizer combining multiple techniques. Int. J. Hum. Comput. Stud. 72(7): 584-605 (2014) - [c74]Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Xiongcai Cai, Michael Bain, Paul Compton, Ashesh Mahidadia:
Evaluation and Deployment of a People-to-People Recommender in Online Dating. AAAI 2014: 2914-2921 - [c73]Paul Compton, Yang Sok Kim, Byeong Ho Kang:
Linked Production Rules: Controlling Inference with Knowledge. PKAW 2014: 84-98 - [c72]Angela Finlayson, Paul Compton:
Using a Domain Expert in Semi-supervised Learning. PKAW 2014: 99-111 - [c71]Bradford Heap, Alfred Krzywicki, Wayne Wobcke, Michael Bain, Paul Compton:
Combining Career Progression and Profile Matching in a Job Recommender System. PRICAI 2014: 396-408 - 2013
- [j18]Paul Compton:
Situated cognition and knowledge acquisition research. Int. J. Hum. Comput. Stud. 71(2): 184-190 (2013) - [c70]Angela Finlayson, Paul Compton:
Run-time validation of knowledge-based systems. K-CAP 2013: 25-32 - [c69]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia:
ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation. PAKDD (2) 2013: 1-12 - 2012
- [c68]Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Michael Bain:
People-to-People Recommendation Using Multiple Compatible Subgroups. Australasian Conference on Artificial Intelligence 2012: 61-72 - [c67]Filippo Galgani, Paul Compton, Achim G. Hoffmann:
Towards Automatic Generation of Catchphrases for Legal Case Reports. CICLing (2) 2012: 414-425 - [c66]Myung Hee Kim, Paul Compton:
Improving the Performance of a Named Entity Recognition System with Knowledge Acquisition. EKAW 2012: 97-113 - [c65]Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Michael Bain, Ashesh Mahidadia, Paul Compton, Yang Sok Kim:
Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System. IAAI 2012: 2305-2310 - [c64]Paul Compton:
Experience with discovering knowledge by acquiring it. KDD 2012: 814 - [c63]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia:
Reciprocal and Heterogeneous Link Prediction in Social Networks. PAKDD (2) 2012: 193-204 - [c62]Filippo Galgani, Paul Compton, Achim G. Hoffmann:
Knowledge Acquisition for Categorization of Legal Case Reports. PKAW 2012: 118-132 - [c61]Myung Hee Kim, Paul Compton:
Improving Open Information Extraction for Informal Web Documents with Ripple-Down Rules. PKAW 2012: 160-174 - [c60]Yang Sok Kim, Paul Compton, Byeong Ho Kang:
Ripple-Down Rules with Censored Production Rules. PKAW 2012: 175-187 - [c59]Yang Sok Kim, Byeong Ho Kang, Seung Hwan Ryu, Paul Compton, Soyeon Caren Han, Tim Menzies:
Crowd-Sourced Knowledge Bases. PKAW 2012: 258-271 - [c58]Filippo Galgani, Paul Compton, Achim G. Hoffmann:
Citation Based Summarisation of Legal Texts. PRICAI 2012: 40-52 - [c57]Yang Sok Kim, Alfred Krzywicki, Wayne Wobcke, Ashesh Mahidadia, Paul Compton, Xiongcai Cai, Michael Bain:
Hybrid Techniques to Address Cold Start Problems for People to People Recommendation in Social Networks. PRICAI 2012: 206-217 - 2011
- [c56]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia:
Learning to Make Social Recommendations: A Model-Based Approach. ADMA (2) 2011: 124-137 - [c55]Seung Hwan Ryu, Boualem Benatallah, Hye-Young Paik, Yang Sok Kim, Paul Compton:
Similarity Function Recommender Service Using Incremental User Knowledge Acquisition. ICSOC 2011: 219-234 - [c54]Paul Compton, Lindsay Peters, Timothy Lavers, Yang Sok Kim:
Experience with long-term knowledge acquisition. K-CAP 2011: 49-56 - [c53]Myung Hee Kim, Paul Compton, Yang Sok Kim:
RDR-based open IE for the web document. K-CAP 2011: 105-112 - 2010
- [c52]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia:
Collaborative Filtering for People to People Recommendation in Social Networks. Australasian Conference on Artificial Intelligence 2010: 476-485 - [c51]Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Michael Bain, Xiongcai Cai:
Automated Recommendation Rule Acquisition for Two-Way Interaction-based Social Network Web Sites. EKAW (Posters and Demos) 2010 - [c50]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton, Ashesh Mahidadia:
Learning Collaborative Filtering and Its Application to People to People Recommendation in Social Networks. ICDM 2010: 743-748 - [c49]Anuraag Sridhar, Arcot Sowmya, Paul Compton:
On-line, Incremental Learning for Real-Time Vision Based Movement Recognition. ICMLA 2010: 465-470 - [c48]Angela Finlayson, Paul Compton:
Incremental Knowledge Acquisition Using Generalised RDR for Soccer Simulation. PKAW 2010: 135-149 - [c47]Avishkar Misra, Arcot Sowmya, Paul Compton:
Incremental System Engineering Using Process Networks. PKAW 2010: 150-164 - [c46]Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke:
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site. PKAW 2010: 247-260 - [c45]Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Ashesh Mahidadia, Michael Bain, Paul Compton, Yang Sok Kim:
Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating. WISE 2010: 342-356
2000 – 2009
- 2009
- [j17]Rodrigo Martínez-Béjar, José Manuel Cadenas, Hossein Shirazi, Paul Compton:
A semantics-driven, fuzzy logic-based approach to knowledge representation and inference. Expert Syst. Appl. 36(2): 1940-1960 (2009) - [c44]Yang Sok Kim, Sung Won Kang, Byeong Ho Kang, Paul Compton:
Using Knowledge Base for Event-Driven Scheduling of Web Monitoring Systems. EC-Web 2009: 169-180 - [c43]Van Hai Ho, Paul Compton, Boualem Benatallah, Julien Vayssière, Lucio Menzel, Hartmut Vogler:
An Incremental Knowledge Acquisition Method for Improving Duplicate Invoices Detection. ICDE 2009: 1415-1418 - 2008
- [c42]Paul Compton, Byeong Ho Kang, Rodrigo Martínez-Béjar, Mamatha Rudrapatna, Arcot Sowmya:
Situated Cognition in the Semantic Web Era. EKAW 2008: 374-387 - 2007
- [c41]Yang Sok Kim, Byeong Ho Kang, Paul Compton, Hiroshi Motoda:
Search engine retrieval of changing information. WWW 2007: 1195-1196 - 2006
- [j16]Mihye Kim, Paul Compton:
The perceived utility of standard ontologies in document management for specialized domains. Int. J. Hum. Comput. Stud. 64(1): 15-26 (2006) - [j15]Paul Compton, Lindsay Peters, Glenn Edwards, Tim G. Lavers:
Experience with Ripple-Down Rules. Knowl. Based Syst. 19(5): 356-362 (2006) - [c40]Paul Compton, Tri M. Cao:
Evaluation of Incremental Knowledge Acquisition with Simulated Experts. Australian Conference on Artificial Intelligence 2006: 39-48 - [c39]Akara Prayote, Paul Compton:
Detecting Anomalies and Intruders. Australian Conference on Artificial Intelligence 2006: 1084-1088 - [c38]Tri M. Cao, Paul Compton:
Knowledge Acquisition Evaluation Using Simulated Experts. EKAW 2006: 35-42 - [c37]Avishkar Misra, Arcot Sowmya, Paul Compton:
Incremental learning for segmentation in medical images. ISBI 2006: 1360-1363 - [c36]Mihye Kim, Paul Compton:
A Hybrid Browsing Mechanism Using Conceptual Scales. PKAW 2006: 132-143 - 2005
- [c35]Tri M. Cao, Paul Compton:
A Simulation Framework for Knowledge Acquisition Evaluation. ACSC 2005: 353-360 - [c34]Sung Sik Park, Yang Sok Kim, Gil Cheol Park, Byeong Ho Kang, Paul Compton:
Automated Information Mediator for HTML and XML Based Web Information Delivery Service. Australian Conference on Artificial Intelligence 2005: 401-404 - [c33]Tri M. Cao, Paul Compton:
A Consistency-Based Approach to Knowledge Base Refinement. FLAIRS 2005: 221-225 - [c32]Pramod K. Singh, Paul Compton:
Texture based region annotation in HRCT lung images. ISSPA 2005: 219-222 - [c31]Pramod K. Singh, Paul Compton:
Combining Machine Learned and Heuristic Rules Using GRDR for Detection of Honeycombing in HRCT Lung Images. KES (2) 2005: 131-137 - [c30]Paul Compton, Lindsay Peters, Glenn Edwards, Tim G. Lavers:
Experience with Ripple-Down Rules. SGAI Conf. (Applications) 2005: 109-121 - 2004
- [j14]Mihye Kim, Paul Compton:
Evolutionary document management and retrieval for specialized domains on the web. Int. J. Hum. Comput. Stud. 60(2): 201-241 (2004) - [c29]Tri M. Cao, Eric Martin, Paul Compton:
On the Convergence of Incremental Knowledge Base Construction.. Discovery Science 2004: 207-218 - [c28]Hendra Suryanto, Paul Compton:
Invented Predicates to Reduce Knowledge Acquisition. EKAW 2004: 293-306 - [c27]Ashesh Mahidadia, Paul Compton:
Knowledge Management in Data and Knowledge Intensive Environments. PAKM 2004: 106-116 - 2003
- [j13]Juana María Ruiz-Sánchez, Rafael Valencia-García, Jesualdo Tomás Fernández-Breis, Rodrigo Martínez-Béjar, Paul Compton:
An approach for incremental knowledge acquisition from text. Expert Syst. Appl. 25(1): 77-86 (2003) - [c26]Van Hai Ho, Wayne Wobcke, Paul Compton:
EMMA: An E-Mail Management Assistant. IAT 2003: 67-74 - 2002
- [c25]Mihye Kim, Paul Compton:
Web-Based Document Management for Specialised Domains: A Preliminary Evaluation. EKAW 2002: 43-48 - 2001
- [j12]Rodrigo Martínez-Béjar, Francisca Ibáñez-Cruz, Paul Compton, Tri M. Cao:
An easy-maintenance, reusable approach for building knowledge-based systems: application to landscape assessment. Expert Syst. Appl. 20(2): 153-162 (2001) - [c24]Rodrigo Martínez-Béjar, Francisca Ibáñez-Cruz, Paul Compton, Jesualdo Tomás Fernández-Breis, Manuel De las Heras-González:
Integrating Ripple Down Rules with Ontologies in an Oncology Domain. AIME 2001: 324-327 - [c23]Mihye Kim, Paul Compton:
Formal Concept Analysis for Domain-Specific Document Retrieval Systems. Australian Joint Conference on Artificial Intelligence 2001: 237-248 - [c22]Achim G. Hoffmann, Rex Bing Hung Kwok, Paul Compton:
Simulations for Comparing Knowledge Acquisition and Machine Learning. Australian Joint Conference on Artificial Intelligence 2001: 273-284 - [c21]Ashesh Mahidadia, Paul Compton:
Assisting Model-Discovery in Neuroendocrinology. Discovery Science 2001: 214-227 - [c20]Achim G. Hoffmann, Rex Bing Hung Kwok, Paul Compton:
Using Subclasses to Improve Classification Learning. ECML 2001: 203-213 - [c19]Mihye Kim, Paul Compton:
Incremental Development of Browsing for Domain-Specific Document Retrieval Systems. Semannot@K-CAP 2001 2001 - [c18]Hendra Suryanto, Paul Compton:
Discovery of ontologies from knowledge bases. K-CAP 2001: 171-178 - 2000
- [c17]Hendra Suryanto, Paul Compton:
Learning Classification taxonomies from a classification knowledge based system. ECAI Workshop on Ontology Learning 2000 - [c16]Paul Compton, Debbie Richards:
Generalising Ripple-Down Rules (Short Paper). EKAW 2000: 380-386 - [c15]Hendra Suryanto, Paul Compton:
Discovery of Class Relations in Exception Structured Knowledge Bases. ICCS 2000: 113-126
1990 – 1999
- 1999
- [j11]Debbie Richards, Paul Compton:
An alternative verification and validation technique for an alternative knowledge representation and acquisition technique. Knowl. Based Syst. 12(1-2): 55-73 (1999) - [c14]Rodrigo Martínez-Béjar, Francisca Ibáñez-Cruz, Thong Le-Gia, Tri M. Cao, Paul Compton:
FMR: An Incremental Knowledge Acquisition System for Fuzzy Domains. EKAW 1999: 349-354 - [c13]Hendra Suryanto, Debbie Richards, Paul Compton:
The automatic compression of multiple classification ripple down rule knowledge based systems: preliminary experiments. KES 1999: 203-206 - 1998
- [j10]Debbie Richards, Paul Compton:
Taking up the situated cognition challenge with ripple down rules. Int. J. Hum. Comput. Stud. 49(6): 895-926 (1998) - [c12]G. M. Shiraz, Paul Compton, Rodrigo Martínez-Béjar:
FROCH: a fuzzy expert system with easy maintenance. SMC 1998: 2113-2118 - 1997
- [j9]Byeong Ho Kang, Kenichi Yoshida, Hiroshi Motoda, Paul Compton:
Help Desk System with Intelligent Interface. Appl. Artif. Intell. 11(7-8): 611-631 (1997) - [j8]Tim Menzies, Paul Compton:
Applications of abduction: hypothesis testing of neuroendocrinological qualitative compartmental models. Artif. Intell. Medicine 10(2): 145-175 (1997) - [c11]Debbie Richards, Paul Compton:
Knowledge Acquisition First, Modelling Later. EKAW 1997: 237-252 - [c10]Debbie Richards, Paul Compton:
Uncovering the Conceptual Models in Ripple Down Rules. ICCS 1997: 198-212 - 1996
- [j7]Byeong Ho Kang, Windy Gambetta, Paul Compton:
Verification and validation with ripple-down rules. Int. J. Hum. Comput. Stud. 44(2): 257-269 (1996) - [c9]Adnan Amin, Michael Bemford, Achim G. Hoffmann, Ashesh Mahidadia, Paul Compton:
A knowledge acquisition technique for recognizing handprinted Chinese characters. ICPR 1996: 254-258 - [c8]Adnan Amin, Aba Rajithan, Paul Compton:
Recognition of Hand-Printed Characters Using Induct Machine Learning. SSPR 1996: 189-197 - [c7]Adnan Amin, Michael Bamford, Achim G. Hoffmann, Ashesh Mahidadia, Paul Compton:
Recognition of Hand-Printed Chinese Characters Using Ripple Down Rules. SSPR 1996: 371-380 - 1995
- [j6]Brian R. Gaines, Paul Compton:
Induction of Ripple-Down Rules Applied to Modeling Large Databases. J. Intell. Inf. Syst. 5(3): 211-228 (1995) - 1994
- [c6]Paul Compton, Phillip Preston, Byeong Kang, T. Yip:
Local Patching Produces Compact Knowledge Bases. EKAW 1994: 104-117 - [c5]Byeong Kang, Paul Compton:
A Maintenance Approach to Case-Based Reasoning. EWCBR 1994: 226-239 - [c4]Ashesh Mahidadia, Claude Sammut, Paul Compton:
Helping Researchers To Construct Scientific Models: A Tool From Inductive Logic Programming. WLP 1994: 165-168 - 1993
- [j5]Brian R. Gaines, Paul Compton:
Induction of Meta-knowledge about Knowledge Discovery. IEEE Trans. Knowl. Data Eng. 5(6): 990-992 (1993) - [c3]Paul Compton, Byeong Kang, Phillip Preston, Mary Mulholland:
Knowledge Acquisition without Analysis. EKAW 1993: 277-299 - 1992
- [j4]Paul Compton, Glenn Edwards, Byeong Kang, Leslie Lazarus, Ron Malor, Phillip Preston, Ashwin Srinivasan:
Ripple down rules: Turning knowledge acquisition into knowledge maintenance. Artif. Intell. Medicine 4(6): 463-475 (1992) - 1990
- [j3]Paul Compton, R. Jansen:
A philosophical basis for knowledge acquisition. Knowl. Acquis. 2(3): 241-258 (1990)
1980 – 1989
- 1989
- [j2]Bob Jansen, Paul Compton:
Data dictionary approach to the maintenance of expert systems: The Knowledge Dictionary. Knowl. Based Syst. 2(1): 14-26 (1989) - 1988
- [c2]Paul Compton, Bob Jansen:
Knowledge in Context: A Strategy for Expert System Maintenance. Australian Joint Conference on Artificial Intelligence 1988: 292-306 - [c1]Bob Jansen, Paul Compton:
The Knowledge Dictionary: A Relational Tool for the Maintenance of Expert Systems. FGCS 1988: 1159-1167 - 1985
- [j1]K. A. Horn, Paul Compton, Leslie Lazarus, J. Ross Quinlan:
An Expert System for the Interpretation of Thyroid Assays in a Clinical Laboratory. Aust. Comput. J. 17(1): 7-11 (1985)
Coauthor Index
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