Carlotta Orsenigo

35 papers A* 1B 2Journal 26Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A review on deep learning for vision-based hand detection, hand segmentation and hand gesture recognition in human-robot interaction. Robotics Comput. Integr. Manuf. Reza Jalayer, Masoud Jalayer, Carlotta Orsenigo, Masayoshi Tomizuka
2026	J	`jnl`	Shaping the causes of product returns: topic modeling on online customer reviews. Electron. Commer. Res. Andrea Mor, Carlotta Orsenigo, Mauricio Soto Gomez, Carlo Vercellis
2026	J	`jnl`	The impact of machine learning forecasting on strategic decision-making for Bike Sharing Systems. CoRR Enrico Angelelli, Andrea Mor, Carlotta Orsenigo, M. Grazia Speranza, Carlo Vercellis
2025	J	`jnl`	Testing Human-Hand Segmentation on In-Distribution and Out-of-Distribution Data in Human-Robot Interactions Using a Deep Ensemble Model. CoRR Reza Jalayer, Yuxin Chen, Masoud Jalayer, Carlotta Orsenigo, Masayoshi Tomizuka
2024	J	`jnl`	ConvLSTM-based Sound Source Localization in a manufacturing workplace. Comput. Ind. Eng. Reza Jalayer, Masoud Jalayer, Andrea Mor, Carlotta Orsenigo, Carlo Vercellis
2024	J	`jnl`	Evaluating deep learning models for fault diagnosis of a rotating machinery with epistemic and aleatoric uncertainty. CoRR Reza Jalayer, Masoud Jalayer, Andrea Mor, Carlotta Orsenigo, Carlo Vercellis
2022	J	`jnl`	"Emotions are the Great Captains of Our Lives": Measuring Moods Through the Power of Physiological and Environmental Sensing. IEEE Trans. Affect. Comput. Keith April Araño, Peter A. Gloor, Carlotta Orsenigo, Carlo Vercellis
2022	J	`jnl`	Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery. CoRR Masoud Jalayer, Amin Kaboli, Carlotta Orsenigo, Carlo Vercellis
2021	J	`jnl`	Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN. CoRR Masoud Jalayer, Reza Jalayer, Amin Kaboli, Carlotta Orsenigo, Carlo Vercellis
2021	J	`jnl`	ELECTRAMed: a new pre-trained language representation model for biomedical NLP. CoRR Giacomo Miolo, Giulio Mantoan, Carlotta Orsenigo
2021	J	`jnl`	Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms. Comput. Ind. Masoud Jalayer, Carlotta Orsenigo, Carlo Vercellis
2021	J	`jnl`	Multimodal sentiment and emotion recognition in hyperbolic space. Expert Syst. Appl. Keith April Araño, Carlotta Orsenigo, Mauricio Soto Gomez, Carlo Vercellis
2021	J	`jnl`	When Old Meets New: Emotion Recognition from Speech Signals. Cogn. Comput. Keith April Araño, Peter A. Gloor, Carlotta Orsenigo, Carlo Vercellis
2020	J	`jnl`	CoV-ABM: A stochastic discrete-event agent-based framework to simulate spatiotemporal dynamics of COVID-19. CoRR Masoud Jalayer, Carlotta Orsenigo, Carlo Vercellis
2018	—	`conf`	Concatenating or Averaging? Hybrid Sentences Representations for Sentiment Analysis. IDEAL (1) Carlotta Orsenigo, Carlo Vercellis, Claudia Volpetti
2018	J	`jnl`	Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management. Cogn. Comput. Lorenzo Malandri, Frank Z. Xing, Carlotta Orsenigo, Carlo Vercellis, Erik Cambria
2015	B	`conf`	Effective MVU via Central Prototypes and Kernel Ridge Regression. MDAI Carlotta Orsenigo
2014	J	`jnl`	An improved set covering problem for Isomap supervised landmark selection. Pattern Recognit. Lett. Carlotta Orsenigo
2013	J	`jnl`	A comparative study of nonlinear manifold learning methods for cancer microarray data classification. Expert Syst. Appl. Carlotta Orsenigo, Carlo Vercellis
2013	—	`conf`	Dimensionality Reduction via Isomap with Lock-Step and Elastic Measures for Time Series Gene Expression Classification. EvoBIO Carlotta Orsenigo, Carlo Vercellis
2013	B	`conf`	Landmark Selection for Isometric Feature Mapping Based on Mixed-Integer Optimization. MDAI Carlotta Orsenigo, Carlo Vercellis
2013	J	`jnl`	Linear versus nonlinear dimensionality reduction for banks' credit rating prediction. Knowl. Based Syst. Carlotta Orsenigo, Carlo Vercellis
2012	J	`jnl`	An effective double-bounded tree-connected Isomap algorithm for microarray data classification. Pattern Recognit. Lett. Carlotta Orsenigo, Carlo Vercellis
2012	J	`jnl`	Kernel ridge regression for out-of-sample mapping in supervised manifold learning. Expert Syst. Appl. Carlotta Orsenigo, Carlo Vercellis
2012	J	`jnl`	Regularization through fuzzy discrete SVM with applications to customer ranking. J. Intell. Fuzzy Syst. Carlotta Orsenigo, Carlo Vercellis
2010	J	`jnl`	Combining discrete SVM and fixed cardinality warping distances for multivariate time series classification. Pattern Recognit. Carlotta Orsenigo, Carlo Vercellis
2010	—	`conf`	Time Series Gene Expression Data Classification via PRIB Carlotta Orsenigo, Carlo Vercellis
2009	J	`jnl`	Multicategory classification via discrete support vector machines. Comput. Manag. Sci. Carlotta Orsenigo, Carlo Vercellis
2008	—	`conf`	Gene Selection and Cancer Microarray Data Classification Via Mixed-Integer Optimization. EvoBIO Carlotta Orsenigo
2007	J	`jnl`	Accurately learning from few examples with a polyhedral classifier. Comput. Optim. Appl. Carlotta Orsenigo, Carlo Vercellis
2007	—	`conf`	Evaluating Membership Functions for Fuzzy Discrete SVM. WILF Carlotta Orsenigo, Carlo Vercellis
2007	—	`conf`	Predicting HIV Protease-Cleavable Peptides by Discrete Support Vector Machines. EvoBIO Carlotta Orsenigo, Carlo Vercellis
2007	A*	`conf`	Softening the Margin in Discrete SVM. ICDM Carlotta Orsenigo, Carlo Vercellis
2006	J	`jnl`	Bayesian Stopping Rules for Greedy Randomized Procedures. J. Glob. Optim. Carlotta Orsenigo, Carlo Vercellis
2004	J	`jnl`	Discrete support vector decision trees via tabu search. Comput. Stat. Data Anal. Carlotta Orsenigo, Carlo Vercellis