Mark J. Carman

30 papers A 3B 1C 2Misc 1Journal 12Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning. ICNLSP Raul Singh, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman
2024	—	`conf`	Medical Information Extraction with Large Language Models. ICNLSP Raffaello Fornasiere, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman
2022	J	`jnl`	Analyzing social media with crowdsourcing in Crowd4SDG. CoRR Carlo Bono, Mehmet Oguz Mülâyim, Cinzia Cappiello, Mark J. Carman, Jesús Cerquides, Jose Luis Fernandez-Marquez, Rosy Mondardini, Edoardo Ramalli, Barbara Pernici
2022	J	`jnl`	GeMI: interactive interface for transformer-based Genomic Metadata Integration. Database J. Biol. Databases Curation Giuseppe Serna Garcia, Michele Leone, Anna Bernasconi, Mark J. Carman
2022	J	`jnl`	Investigating Deep Learning Based Breast Cancer Subtyping Using Pan-Cancer and Multi-Omic Data. IEEE ACM Trans. Comput. Biol. Bioinform. Francisco Cristovao, Silvia Cascianelli, Arif Canakoglu, Mark J. Carman, Luca Nanni, Pietro Pinoli, Marco Masseroli
2022	—	`conf`	PoliMi-FlatEarthers at CheckThat!-2022: GPT-3 applied to claim detection. CLEF (Working Notes) Stefano Agresti, S. Amin Hashemian, Mark J. Carman
2022	—	`conf`	Polimi-ImageClef Group at ImageCLEFmedical Caption task 2022. CLEF (Working Notes) Seyyed Ali Mir Ghayyomnia, Kai de Gast, Mark J. Carman
2021	J	`jnl`	CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densities. Pattern Recognit. Ye Zhu, Kai Ming Ting, Mark J. Carman, Maia Angelova
2021	A	`conf`	Perception Visualization: Seeing Through The Eyes Of a DNN. BMVC Loris Giulivi, Mark J. Carman, Giacomo Boracchi
2020	J	`jnl`	A technical survey on statistical modelling and design methods for crowdsourcing quality control. Artif. Intell. Yuan Jin, Mark J. Carman, Ye Zhu, Yong Xiang
2020	—	`conf`	Automated Integration of Genomic Metadata with Sequence-to-Sequence Models. ECML/PKDD (5) Giuseppe Cannizzaro, Michele Leone, Anna Bernasconi, Arif Canakoglu, Mark J. Carman
2020	J	`jnl`	Self-labeling methods for unsupervised transfer ranking. Inf. Sci. Pengfei Li, Mark Sanderson, Mark J. Carman, Falk Scholer
2019	—	`conf`	Evaluating Deep Semi-supervised Learning for Whole-Transcriptome Breast Cancer Subtyping. CIBB Silvia Cascianelli, Francisco Cristovao, Arif Canakoglu, Mark J. Carman, Luca Nanni, Pietro Pinoli, Marco Masseroli
2019	J	`jnl`	Lowest probability mass neighbour algorithms: relaxing the metric constraint in distance-based neighbourhood algorithms. Mach. Learn. Kai Ming Ting, Ye Zhu, Mark J. Carman, Yue Zhu, Takashi Washio, Zhi-Hua Zhou
2019	A	`conf`	OCR On-the-Go: Robust End-to-End Systems for Reading License Plates & Street Signs. ICDAR Rohit Saluja, Ayush Maheshwari, Ganesh Ramakrishnan, Parag Chaudhuri, Mark J. Carman
2019	A	`conf`	Sub-Word Embeddings for OCR Corrections in Highly Fusional Indic Languages. ICDAR Rohit Saluja, Mayur Punjabi, Mark J. Carman, Ganesh Ramakrishnan, Parag Chaudhuri
2019	—	`conf`	TheEarthIsFlat's Submission to CLEF'19CheckThat! Challenge. CLEF (Working Notes) Luca Favano, Mark J. Carman, Pier Luca Lanzi
2018	J	`jnl`	A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control. CoRR Yuan Jin, Mark J. Carman, Ye Zhu, Yong Xiang
2018	J	`jnl`	CDF Transform-Shift: An effective way to deal with inhomogeneous density datasets. CoRR Ye Zhu, Kai Ming Ting, Mark J. Carman, Maia Angelova
2018	J	`jnl`	Criminal motivation on the dark web: A categorisation model for law enforcement. Digit. Investig. Janis Dalins, Campbell Wilson, Mark J. Carman
2018	C	`conf`	Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing. ACML Yuan Jin, Mark J. Carman, Ye Zhu, Wray L. Buntine
2018	J	`jnl`	Grouping points by shared subspaces for effective subspace clustering. Pattern Recognit. Ye Zhu, Kai Ming Ting, Mark J. Carman
2018	—	`book`	Investigations in Computational Sarcasm Aditya Joshi, Pushpak Bhattacharyya, Mark J. Carman
2018	J	`jnl`	Laying foundations for effective machine learning in law enforcement. Majura - A labelling schema for child exploitation materials. Digit. Investig. Janis Dalins, Yuriy Tyshetskiy, Campbell Wilson, Mark J. Carman, Douglas Boudry
2018	—	`conf`	Leveraging Label Category Relationships in Multi-class Crowdsourcing. PAKDD (2) Yuan Jin, Lan Du, Ye Zhu, Mark J. Carman
2018	—	`conf`	Manipulating Visibility of Political and Apolitical Threads on Reddit via Score Boosting. TrustCom/BigDataSE Mark J. Carman, Mark Koerber, Jiuyong Li, Kim-Kwang Raymond Choo, Helen Ashman
2018	B	`conf`	Sarcasm Target Identification: Dataset and An Introductory Approach. LREC Aditya Joshi, Pranav Goel, Pushpak Bhattacharyya, Mark J. Carman
2016	C	`conf`	Tinder Me Softly - How Safe Are You Really on Tinder? SecureComm Mark J. Carman, Kim-Kwang Raymond Choo
2014	Misc	`conf`	Improving Scalability and Performance of Random Forest Based Learning-to-Rank Algorithms by Aggressive Subsampling. AusDM Muhammad Ibrahim, Mark J. Carman
2009	—	`conf`	Tag navigation. SoSEA@ESEC/FSE Cédric S. Mesnage, Mark J. Carman