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Ashesh Mahidadia
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Journal Articles
- 2023
- [j5]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) - 2022
- [j4]Hendra Suryanto, Ashesh Mahidadia, Michael Bain, Charles Guan, Ada Guan:
Credit Risk Modeling Using Transfer Learning and Domain Adaptation. Frontiers Artif. Intell. 5: 868232 (2022) - 2015
- [j3]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) - [j2]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) - 2014
- [j1]Han Xu
, Eric Martin, Ashesh Mahidadia:
Contents and time sensitive document ranking of scientific literature. J. Informetrics 8(3): 546-561 (2014)
Conference and Workshop Papers
- 2022
- [c24]Alfred Krzywicki, Ashesh Mahidadia, Michael Bain:
Discovering Periodicity in Locally Repeating Patterns. DSAA 2022: 1-10 - 2015
- [c23]Han Xu, Eric Martin, Ashesh Mahidadia:
Extractive Summarisation Based on Keyword Profile and Language Model. HLT-NAACL 2015: 123-132 - 2014
- [c22]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 - [c21]Han Xu, Eric Martin, Ashesh Mahidadia:
Exploiting Paper Contents and Citation Links to Identify and Characterise Specialisations. ICDM Workshops 2014: 613-620 - [c20]Han Xu, Eric Martin, Ashesh Mahidadia:
Topical establishment leveraging literature evolution. JCDL 2014: 249-252 - 2013
- [c19]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
- [c18]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 - [c17]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 - [c16]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 - [c15]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
- [c14]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 - 2010
- [c13]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 - [c12]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 - [c11]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 - [c10]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 - [c9]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 - 2006
- [c8]Nobuyuki Morioka, Ashesh Mahidadia:
Enhancing Information Retrieval Using Problem Specific Knowledge. PKAW 2006: 244-251 - 2004
- [c7]Zhalaing Cheung, Khanh Linh Phan, Ashesh Mahidadia, Achim G. Hoffmann:
Feature Extraction for Learning to Classify Questions. Australian Conference on Artificial Intelligence 2004: 1069-1075 - [c6]Ashesh Mahidadia, Paul Compton
:
Knowledge Management in Data and Knowledge Intensive Environments. PAKM 2004: 106-116 - 2003
- [c5]Annie Y. S. Lau, Siew Siew Ong, Ashesh Mahidadia, Achim G. Hoffmann, Johanna I. Westbrook, Tatjana Zrimec:
Mining Patterns of Dyspepsia Symptoms Across Time Points Using Constraint Association Rules. PAKDD 2003: 124-135 - 2001
- [c4]Ashesh Mahidadia, Paul Compton
:
Assisting Model-Discovery in Neuroendocrinology. Discovery Science 2001: 214-227 - 1996
- [c3]Adnan Amin, Michael Bemford, Achim G. Hoffmann, Ashesh Mahidadia, Paul Compton
:
A knowledge acquisition technique for recognizing handprinted Chinese characters. ICPR 1996: 254-258 - [c2]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 - 1994
- [c1]Ashesh Mahidadia, Claude Sammut, Paul Compton:
Helping Researchers To Construct Scientific Models: A Tool From Inductive Logic Programming. WLP 1994: 165-168
Parts in Books or Collections
- 2010
- [p1]Achim G. Hoffmann, Ashesh Mahidadia:
Machine Learning. Scientific Data Mining and Knowledge Discovery 2010: 7-52
Coauthor Index
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