Mark J. Carman
Orcid: 0000-0001-6575-9737Affiliations:
- Monash University, Australia
According to our database1,
Mark J. Carman
authored at least 103 papers
between 2002 and 2023.
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Bibliography
2023
IEEE Access, 2023
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023
2022
Investigating Deep Learning Based Breast Cancer Subtyping Using Pan-Cancer and Multi-Omic Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Database J. Biol. Databases Curation, 2022
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
2021
CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densities.
Pattern Recognit., 2021
CoRR, 2021
Image-Based Social Sensing: Combining AI and the Crowd to Mine Policy-Adherence Indicators from Twitter.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Society, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
Image-based Social Sensing: Combining AI and the Crowd to Mine Policy-Adherence Indicators from Twitter.
CoRR, 2020
A technical survey on statistical modelling and design methods for crowdsourcing quality control.
Artif. Intell., 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
2019
Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms.
Mach. Learn., 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Proceedings of the Working Notes of CLEF 2019, 2019
Evaluating Deep Semi-supervised Learning for Whole-Transcriptome Breast Cancer Subtyping.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019
2018
Cognitive Systems Monographs 37, Springer, ISBN: 978-981-10-8395-2, 2018
Pattern Recognit., 2018
Digit. Investig., 2018
Laying foundations for effective machine learning in law enforcement. Majura - A labelling schema for child exploitation materials.
Digit. Investig., 2018
CoRR, 2018
SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Manipulating Visibility of Political and Apolitical Threads on Reddit via Score Boosting.
Proceedings of the 17th IEEE International Conference On Trust, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of The 10th Asian Conference on Machine Learning, 2018
2017
Comput. Speech Lang., 2017
CoRR, 2017
Proceedings of the Computational Linguistics, 2017
Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis, 2017
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017
Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing, 2017
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 22nd Australasian Document Computing Symposium, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Comparing Pointwise and Listwise Objective Functions for Random-Forest-Based Learning-to-Rank.
ACM Trans. Inf. Syst., 2016
Pattern Recognit., 2016
'Who would have thought of that!': A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection.
CoRR, 2016
Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors.
Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016
Proceedings of the Third International Workshop on Gamification for Information Retrieval co-located with 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), 2016
Proceedings of the Security and Privacy in Communication Networks, 2016
That'll Do Fine!: A Coarse Lexical Resource for English-Hindi MT, Using Polylingual Topic Models.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American Text.
Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, 2016
Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series 'Friends'.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016
On the Effectiveness of Query Weighting for Adapting Rank Learners to New Unlabelled Collections.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Estimating Domain-Specific User Expertise for Answer Retrieval in Community Question-Answering Platforms.
Proceedings of the 21st Australasian Document Computing Symposium, 2016
How Challenging is Sarcasm versus Irony Classification?: A Study With a Dataset from English Literature.
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016
EmoGram: An Open-Source Time Sequence-Based Emotion Tracker and Its Innovative Applications.
Proceedings of the Knowledge Extraction from Text, 2016
2015
Digit. Investig., 2015
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015
Proceedings of the 12th International Conference on Natural Language Processing, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Improving Scalability and Performance of Random Forest Based Learning-to-Rank Algorithms by Aggressive Subsampling.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014
Proceedings of the Information Retrieval Technology, 2014
Undersampling Techniques to Re-balance Training Data for Large Scale Learning-to-Rank.
Proceedings of the Information Retrieval Technology, 2014
2013
J. Mach. Learn. Res., 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
ACM Trans. Inf. Syst., 2012
Proceedings of the Advances in Information Retrieval, 2012
2011
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011
Proceedings of the Flexible Query Answering Systems - 9th International Conference, 2011
Proceedings of the Advances in Information Retrieval, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proceedings of The Nineteenth Text REtrieval Conference, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Proceedings of the Advances in Information Retrieval, 2010
Proceedings of the Advances in Information Retrieval, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Proceedings of The Eighteenth Text REtrieval Conference, 2009
Proceedings of the 2nd International Workshop on Social Software Engineering and Applications, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the Advances in Information Retrieval, 2009
A Topic-Based Measure of Resource Description Quality for Distributed Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2009
2008
Proceedings of The Seventeenth Text REtrieval Conference, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Proceeding of the 2008 ACM Workshop on Search in Social Media, 2008
2007
J. Artif. Intell. Res., 2007
Proceedings of the IJCAI 2007, 2007
2005
2003
Proceedings of the 2003 Symposium on Applications and the Internet Workshops (SAINT 2003), 27-31 January 2003, 2003
2002
Proceedings of the Technologies for E-Services, Third International Workshop, 2002
Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002