基本信息
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Bio
Prof. Carman's research interests lie in the areas of information retrieval and machine learning. His specific areas of expertise include rank learning techniques for Web search engines, quality control techniques for crowdsourcing, statistical modelling of text for sentiment and sarcasm detection, models of user expertise online, topic models for personalising search results, product recommendation, clustering & anomaly detection techniques, text extraction from images, and digital forensics. Moreover, Prof. Carman has experience working with and/or extending a large variety of machine learning techniques including Bayesian networks, graphical and topic modelling, non-parametric models and Bayesian statistics, inductive logic programming, regression tree ensembles, large scale optimisation/learning problems, time series models, self-exciting processes, bandit algorithms and various areas of deep learning (applied to both images and text).
Research Interests
Papers共 125 篇Author StatisticsCo-AuthorSimilar Experts
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MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES-RESEARCH TRACK AND DEMO TRACK, PT VIII, ECML PKDD 2024 (2024): 388-393
INTERNATIONAL JOURNAL OF RAIL TRANSPORTATIONno. 4 (2024): 604-625
CRC Press eBookspp.125-146, (2023)
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Jacob Schreiber,Carles Boix,Jin wook Lee,Hongyang Li,Yuanfang Guan, Chun-Chieh Chang,Jen-Chien Chang,Alex Hawkins-Hooker,Bernhard Schölkopf,Gabriele Schweikert,Mateo Rojas Carulla,Arif Canakoglu, Francesco Guzzo,Luca Nanni,Marco Masseroli,Mark James Carman,Pietro Pinoli,Chenyang Hong,Kevin Y. Yip,Jeffrey P. Spence,Sanjit Singh Batra,Yun S. Song,Shaun Mahony,Zheng Zhang,Wuwei Tan,Yang Shen,Yuanfei Sun,Minyi Shi,Jessika Adrian,Richard Sandstrom,Nina Farrell,Jessica Halow,Kristen Lee,Lixia Jiang,Xinqiong Yang,Charles Epstein,J. Seth Strattan,Bradley Bernstein,Michael Snyder,Manolis Kellis,William Stafford,Anshul Kundaje
Computational Linguistics (2023)
EVALITA (2023)
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Stefano Agresti,Mark J. Carman
Machine Learning and Deep Learning in Natural Language Processingpp.125-146, (2023)
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Author Statistics
#Papers: 123
#Citation: 3447
H-Index: 27
G-Index: 55
Sociability: 5
Diversity: 2
Activity: 6
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