Carlo Vercellis

Publication Activity (10 Years)

Years Active: 1984-2024
Publications (10 Years): 12

Top Topics

Asset Allocation

Sentiment Analysis

Emotion Recognition

Quadratic Optimization

Top Venues

Comput. Ind. Eng.

Publications

Reza Jalayer, Masoud Jalayer, Andrea Mor, Carlotta Orsenigo, Carlo Vercellis
ConvLSTM-based Sound Source Localization in a manufacturing workplace. Comput. Ind. Eng. 192 (2024)
Keith April Araño, Peter A. Gloor, Carlotta Orsenigo, Carlo Vercellis
"Emotions are the Great Captains of Our Lives": Measuring Moods Through the Power of Physiological and Environmental Sensing. IEEE Trans. Affect. Comput. 13 (3) (2022)
Masoud Jalayer, Amin Kaboli, Carlotta Orsenigo, Carlo Vercellis
Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery. CoRR (2022)
Masoud Jalayer, Carlotta Orsenigo, Carlo Vercellis
Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms. Comput. Ind. 125 (2021)
Masoud Jalayer, Reza Jalayer, Amin Kaboli, Carlotta Orsenigo, Carlo Vercellis
Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN. CoRR (2021)
Keith April Araño, Carlotta Orsenigo, Mauricio Soto, Carlo Vercellis
Multimodal sentiment and emotion recognition in hyperbolic space. Expert Syst. Appl. 184 (2021)
Keith April Araño, Peter A. Gloor, Carlotta Orsenigo, Carlo Vercellis
When Old Meets New: Emotion Recognition from Speech Signals. Cogn. Comput. 13 (3) (2021)
Masoud Jalayer, Carlotta Orsenigo, Carlo Vercellis
CoV-ABM: A stochastic discrete-event agent-based framework to simulate spatiotemporal dynamics of COVID-19. CoRR (2020)
Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
Discovering Bayesian Market Views for Intelligent Asset Allocation. CoRR (2018)
Carlotta Orsenigo, Carlo Vercellis, Claudia Volpetti
Concatenating or Averaging? Hybrid Sentences Representations for Sentiment Analysis. IDEAL (1) (2018)
Lorenzo Malandri, Frank Z. Xing, Carlotta Orsenigo, Carlo Vercellis, Erik Cambria
Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management. Cogn. Comput. 10 (6) (2018)
Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
Discovering Bayesian Market Views for Intelligent Asset Allocation. ECML/PKDD (3) (2018)
Carlotta Orsenigo, Carlo Vercellis
Landmark Selection for Isometric Feature Mapping Based on Mixed-Integer Optimization. MDAI (2013)
Carlotta Orsenigo, Carlo Vercellis
Linear versus nonlinear dimensionality reduction for banks' credit rating prediction. Knowl. Based Syst. 47 (2013)
Carlotta Orsenigo, Carlo Vercellis
Dimensionality Reduction via Isomap with Lock-Step and Elastic Measures for Time Series Gene Expression Classification. EvoBIO (2013)
Carlotta Orsenigo, Carlo Vercellis
A comparative study of nonlinear manifold learning methods for cancer microarray data classification. Expert Syst. Appl. 40 (6) (2013)
Carlotta Orsenigo, Carlo Vercellis
Regularization through fuzzy discrete SVM with applications to customer ranking. J. Intell. Fuzzy Syst. 23 (4) (2012)
Carlotta Orsenigo, Carlo Vercellis
Kernel ridge regression for out-of-sample mapping in supervised manifold learning. Expert Syst. Appl. 39 (9) (2012)
Carlotta Orsenigo, Carlo Vercellis
An effective double-bounded tree-connected Isomap algorithm for microarray data classification. Pattern Recognit. Lett. 33 (1) (2012)
Carlotta Orsenigo, Carlo Vercellis
-norm Temporal SVM. PRIB (2010)
Carlotta Orsenigo, Carlo Vercellis
Combining discrete SVM and fixed cardinality warping distances for multivariate time series classification. Pattern Recognit. 43 (11) (2010)
Carlotta Orsenigo, Carlo Vercellis
Multicategory classification via discrete support vector machines. Comput. Manag. Sci. 6 (1) (2009)
Carlotta Orsenigo, Carlo Vercellis
Softening the Margin in Discrete SVM. ICDM (2007)
Carlotta Orsenigo, Carlo Vercellis
Accurately learning from few examples with a polyhedral classifier. Comput. Optim. Appl. 38 (2) (2007)
Giovanni Felici, Carlo Vercellis
Guest editorial. Comput. Optim. Appl. 38 (2) (2007)
Carlotta Orsenigo, Carlo Vercellis
Evaluating Membership Functions for Fuzzy Discrete SVM. WILF (2007)
Carlotta Orsenigo, Carlo Vercellis
Predicting HIV Protease-Cleavable Peptides by Discrete Support Vector Machines. EvoBIO (2007)
Carlotta Orsenigo, Carlo Vercellis
Bayesian Stopping Rules for Greedy Randomized Procedures. J. Glob. Optim. 36 (3) (2006)
Carlotta Orsenigo, Carlo Vercellis
Discrete support vector decision trees via tabu search. Comput. Stat. Data Anal. 47 (2) (2004)
Francesca Fumero, Carlo Vercellis
Synchronized Development of Production, Inventory, and Distribution Schedules. Transp. Sci. 33 (3) (1999)
Carlo Vercellis
Multi-plant production planning in capacitated self-configuring two-stage serial systems. Eur. J. Oper. Res. 119 (2) (1999)
Alberto Marchetti-Spaccamela, Carlo Vercellis
Stochastic on-line knapsack problems. Math. Program. 68 (1995)
A. H. G. Rinnooy Kan, Leen Stougie, Carlo Vercellis
A Class of Generalized Greedy Algorithms for the Multi-Knapsack Problem. Discret. Appl. Math. 42 (2) (1993)
M. Meanti, A. H. G. Rinnooy Kan, Leen Stougie, Carlo Vercellis
A Probabilistic Analysis of the Multiknapsack Value Function. Math. Program. 46 (1990)
Paolo M. Camerini, Francesco Maffioli, Carlo Vercellis
Multi-constrained matroidal knapsack problems. Math. Program. 45 (1-3) (1989)
Alberto Marchetti-Spaccamela, Carlo Vercellis
Efficient On-Line Algorithms for the Knapsack Problem (Extended Abstract). ICALP (1987)
Francesco Maffioli, M. Grazia Speranza, Carlo Vercellis
Randomized algorithms: An annotated bibliography - In alphabetical order. Ann. Oper. Res. 1 (3) (1984)
Carlo Vercellis
A probabilistic analysis of the set covering problem. Ann. Oper. Res. 1 (3) (1984)