Carlotta Domeniconi

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

1998–2026

Best venue rank

Where they publish

Papers

87 indexed papers, newest first.

Year	Venue	Title	Authors
2026	AAAI	Counterfactual Fairness with Imperfect Causal Graphs.	Cong Su, Qiaoyu Tan, Carlotta Domeniconi, Lizhen Cui, Jun Wang, Guoxian Yu
2026	AAAI	MLLM Enriched Explainable Multiple Clustering.	Shan Zhang, Liangrui Ren, Qiaoyu Tan, Carlotta Domeniconi, Wei Du, Jun Wang, Guoxian Yu
2026	EACL	Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models.	Sumanth Manduru, Carlotta Domeniconi
2025	ICDM	Inside CORE-KG: Evaluating Structured Prompting and Coreference Resolution for Knowledge Graphs.	Dipak Meher, Carlotta Domeniconi
2025	IJCAI	Aligning Contrastive Multiple Clusterings with User Interests.	Shan Zhang, Liangrui Ren, Jun Wang, Yanyu Xu, Carlotta Domeniconi, Guoxian Yu
2025	KDD	Causal Discovery from Shifted Multiple Environments.	Dezhi Yang, Guoxian Yu, Jun Wang, Jinglin Zhang, Carlotta Domeniconi
2024	AAAI	Federated Causality Learning with Explainable Adaptive Optimization.	Dezhi Yang, Xintong He, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Jinglin Zhang
2024	ICDE	Semi-Asynchronous Online Federated Crowdsourcing.	Xiangping Kang, Guoxian Yu, Qingzhong Li, Jun Wang, Hui Li, Carlotta Domeniconi
2024	NAACL	Subword Attention and Post-Processing for Rare and Unknown Contextualized Embeddings.	Raj Patel, Carlotta Domeniconi
2023	AAAI	Long-Tail Cross Modal Hashing.	Zijun Gao, Jun Wang, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi, Jinglin Zhang
2023	AAAI	Incentive-Boosted Federated Crowdsourcing.	Xiangping Kang, Guoxian Yu, Jun Wang, Wei Guo, Carlotta Domeniconi, Jinglin Zhang
2023	ACL	Enhancing Out-of-Vocabulary Estimation with Subword Attention.	Raj Patel, Carlotta Domeniconi
2022	AISTATS	Hypergraph Simultaneous Generators.	Bahman Pedrood, Carlotta Domeniconi, Kathryn B. Laskey
2022	ICDM	Few-shot Partial Multi-label Learning with Data Augmentation.	Yifan Sun, Yunfeng Zhao, Guoxian Yu, Zhongmin Yan, Carlotta Domeniconi
2021	ICDM	Crowdsourcing with Self-paced Workers.	Xiangping Kang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Wei Guo, Yazhou Ren, Lizhen Cui
2021	ICDM	Incomplete Multi-view Multi-label Active Learning.	Chuanwei Qu, Kuangmeng Wang, Hong Zhang, Guoxian Yu, Carlotta Domeniconi
2021	ICDM	Few-Shot Partial Multi-Label Learning.	Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Carlotta Domeniconi, Lizhen Cui
2021	IJCAI	Few-Shot Partial-Label Learning.	Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Lizhen Cui, Carlotta Domeniconi
2021	PAKDD	Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection.	Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo
2021	SDM	Unsupervised Selective Manifold Regularized Matrix Factorization.	Priya Mani, Carlotta Domeniconi, Igor Griva
2021	SDM	Deep Multi-type Objects Muli-view Multi-instance Multi-label Learning.	Yuanlin Yang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
2020	AAAI	Multi-View Multiple Clusterings Using Deep Matrix Factorization.	Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
2020	ICDM	Effects of Model Misspecification on Bayesian Bandits Case Studies in UX Optimization.	Mack Sweeney, Matthew van Adelsberg, Kathryn B. Laskey, Carlotta Domeniconi
2020	ICDM	Deep Incomplete Multi-View Multiple Clusterings.	Shaowei Wei, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
2020	ICDM	Multi-typed Objects Multi-view Multi-instance Multi-label Learning.	Yuanlin Yang, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
2020	ICDM	Partial Multi-label Learning using Label Compression.	Tingting Yu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
2020	IJCAI	Crowdsourcing with Multiple-Source Knowledge Transfer.	Guangyang Han, Jinzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi
2020	IJCAI	Weakly-Supervised Multi-view Multi-instance Multi-label Learning.	Yuying Xing, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
2020	IJCNN	Estimator Vectors: OOV Word Embeddings based on Subword and Context Clue Estimates.	Raj Patel, Carlotta Domeniconi
2020	SDM	Attention-Aware Answers of the Crowd.	Jingzheng Tu, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
2019	AAAI	Ranking-Based Deep Cross-Modal Hashing.	Xuanwu Liu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Yazhou Ren, Maozu Guo
2019	AAAI	Multiple Independent Subspace Clusterings.	Xing Wang, Jun Wang, Carlotta Domeniconi, Guoxian Yu, Guoqiang Xiao, Maozu Guo
2019	AAAI	Multi-View Multi-Instance Multi-Label Learning Based on Collaborative Matrix Factorization.	Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang, Maozu Guo
2019	DASFAA	Selective Matrix Factorization for Multi-relational Data Fusion.	Yuehui Wang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Xiangliang Zhang, Maozu Guo
2019	ICDM	Cross-Modal Zero-Shot Hashing.	Xuanwu Liu, Zhao Li, Jun Wang, Guoxian Yu, Carlotta Domeniconi, Xiangliang Zhang
2019	IJCAI	ActiveHNE: Active Heterogeneous Network Embedding.	Xia Chen, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Zhao Li, Xiangliang Zhang
2019	IJCAI	Multi-View Multiple Clustering.	Shixin Yao, Guoxian Yu, Jun Wang, Carlotta Domeniconi, Xiangliang Zhang
2019	SAC	Graph-based selective outlier ensembles.	Hamed Sarvari, Carlotta Domeniconi, Giovanni Stilo
2019	SDM	Discovering Multiple Co-Clusterings in Subspaces.	Shixin Yao, Guoxian Yu, Xing Wang, Jun Wang, Carlotta Domeniconi, Maozu Guo
2018	ICDM	Cost Effective Multi-label Active Learning via Querying Subexamples.	Xia Chen, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zhao Li, Zili Zhang
2018	ICDM	Multi-label Answer Aggregation Based on Joint Matrix Factorization.	Jinzheng Tu, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Guoqiang Xiao, Maozu Guo
2018	ICDM	Multiple Co-clusterings.	Xing Wang, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zhiwen Yu, Zili Zhang
2018	ICDM	Feature-Induced Partial Multi-label Learning.	Guoxian Yu, Xia Chen, Carlotta Domeniconi, Jun Wang, Zhao Li, Zili Zhang, Xindong Wu
2018	IJCAI	Incomplete Multi-View Weak-Label Learning.	Qiaoyu Tan, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang
2018	IJCAI	Multi-Label Co-Training.	Yuying Xing, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang
2018	PRICAI	Matrix Factorization for Identifying Noisy Labels of Multi-label Instances.	Xia Chen, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang
2018	SDM	Multi-view Weak-label Learning based on Matrix Completion.	Qiaoyu Tan, Guoxian Yu, Carlotta Domeniconi, Jun Wang, Zili Zhang
2016	EDM	Acting the Same Differently: A Cross-Course Comparison of User Behavior in MOOCs.	Ben U. Gelman, Matt Revelle, Carlotta Domeniconi, Kalyan Veeramachaneni, Aditya Johri
2015	SDM	Predicting Preference Tags to Improve Item Recommendation.	Tanwistha Saha, Huzefa Rangwala, Carlotta Domeniconi
2014	DocEng	Semantic analysis of documents workshop (SemADoc): extended abstract.	Evangelos E. Milios, Carlotta Domeniconi
2014	SDM	A Weighted Adaptive Mean Shift Clustering Algorithm.	Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu
2013	GECCO	An analysis of a spatial EA parallel boosting algorithm.	Uday Kamath, Carlotta Domeniconi, Kenneth A. De Jong
2013	ICDM	Weighted-Object Ensemble Clustering.	Ya-Zhou Ren, Carlotta Domeniconi, Guoji Zhang, Guo-Xian Yu
2013	IJCAI	Protein Function Prediction by Integrating Multiple Kernels.	Guo-Xian Yu, Huzefa Rangwala, Carlotta Domeniconi, Guoji Zhang, Zili Zhang
2012	GECCO	Multiobjective optimization of co-clustering ensembles.	Francesco Gullo, A. K. M. Khaled Ahsan Talukder, Sean Luke, Carlotta Domeniconi, Andrea Tagarelli
2012	ICMLA	Multi-label Collective Classification Using Adaptive Neighborhoods.	Tanwistha Saha, Huzefa Rangwala, Carlotta Domeniconi
2012	KDD	Transductive multi-label ensemble classification for protein function prediction.	Guo-Xian Yu, Carlotta Domeniconi, Huzefa Rangwala, Guoji Zhang, Zhiwen Yu
2012	PAKDD	Feature Enriched Nonparametric Bayesian Co-clustering.	Pu Wang, Carlotta Domeniconi, Huzefa Rangwala, Kathryn B. Laskey
2011	SIGMOD	Advancing data clustering via projective clustering ensembles.	Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli
2011	SDM	Nonparametric Bayesian Co-clustering Ensembles.	Pu Wang, Kathryn B. Laskey, Carlotta Domeniconi, Michael I. Jordan
2010	ICDM	Enhancing Single-Objective Projective Clustering Ensembles.	Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli
2009	ICDM	Projective Clustering Ensembles.	Francesco Gullo, Carlotta Domeniconi, Andrea Tagarelli
2009	ICDM	Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge.	Pu Wang, Carlotta Domeniconi
2008	ICDM	On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking.	Loulwa S. Al-Sumait, Daniel Barbar, Carlotta Domeniconi
2008	ICDM	Detecting Suspicious Behavior in Surveillance Images.	Daniel Barbar, Carlotta Domeniconi, Zoran Duric, Maurizio Filippone, Richard Mansfield, Edgard Lawson
2008	ICDM	Using Wikipedia for Co-clustering Based Cross-Domain Text Classification.	Pu Wang, Carlotta Domeniconi, Jian Hu
2008	KDD	Building semantic kernels for text classification using wikipedia.	Pu Wang, Carlotta Domeniconi
2006	ICMLA	Regression Databases: Probabilistic Querying Using Sparse Learning Sets.	Alexander Brodsky, Carlotta Domeniconi, David Etter
2006	KDD	Detecting outliers using transduction and statistical testing.	Daniel Barbar, Carlotta Domeniconi, James P. Rogers
2006	SMC	Exploration of Different Constraints and Query Methods with Kernel-based Semi-supervised Clustering.	Bojun Yan, Carlotta Domeniconi
2006	SDM	Weighted Clustering Ensembles.	Muna Al-Razgan, Carlotta Domeniconi
2005	ICDM	A Framework for Semi-Supervised Learning Based on Subjective and Objective Clustering Criteria.	Maria Halkidi, Dimitrios Gunopulos, Nitin Kumar, Michalis Vazirgiannis, Carlotta Domeniconi
2005	ICDM	Categorization and Keyword Identification of Unlabeled Documents.	Ning Kang, Carlotta Domeniconi, Daniel Barbar
2005	SDM	On Error Correlation and Accuracy of Nearest Neighbor Ensemble Classifiers.	Carlotta Domeniconi, Bojun Yan
2004	ICPR	Nearest Neighbor Ensemble.	Carlotta Domeniconi, Bojun Yan
2004	SDM	Classifying Documents Without Labels.	Daniel Barbar, Carlotta Domeniconi, Ning Kang
2004	SDM	Subspace Clustering of High Dimensional Data.	Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma
2003	CVPR	Kernel Pooled Local Subspaces for Classification.	Peng Zhang, Jing Peng, Carlotta Domeniconi
2003	ICDM	Mining Relevant Text from Unlabelled Documents.	Daniel Barbar, Carlotta Domeniconi, Ning Kang
2003	ICDM	Dimensionality Reduction Using Kernel Pooled Local Discriminant Information.	Peng Zhang, Jing Peng, Carlotta Domeniconi
2002	KDD	Non-linear dimensionality reduction techniques for classification and visualization.	Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas
2002	SDM	Efficient Local Flexible Nearest Neighbor Classification.	Carlotta Domeniconi, Dimitrios Gunopulos
2001	ICDM	Incremental Support Vector Machine Construction.	Carlotta Domeniconi, Dimitrios Gunopulos
2001	ICML	An Efficient Approach for Approximating Multi-dimensional Range Queries and Nearest Neighbor Classification in Large Datasets.	Carlotta Domeniconi, Dimitrios Gunopulos
2000	CVPR	Adaptive Metric nearest Neighbor Classification.	Carlotta Domeniconi, Dimitrios Gunopulos, Jing Peng
2000	SIGMOD	Approximating Multi-Dimensional Aggregate Range Queries over Real Attributes.	Dimitrios Gunopulos, George Kollios, Vassilis J. Tsotras, Carlotta Domeniconi
1998	ICASSP	Direct gray scale ridge reconstruction in fingerprint images.	Carlotta Domeniconi, Sibel Tari, Ping Liang