Carlo Vercellis

Core Faculty | Full Professor

Short Profile outline

Education

Master of Science: Mathematics, Università degli Studi di Milano.

Email: carlo.vercellis@polimi.it

Academic courses held at SOM Research Relevant Publications Grants, Awards and Honours Service to the Community

Academic course held at SOM

Machine Learning

Model Identification and Machine Learning [2]

Machine Learning (Market & Technological Forecasting)

Model Identification and Machine Learning

Machine Learning

Model Identification And Machine Learning

Machine Learning

Model Identification And Machine Learning

Machine learning

Model identification and machine learning [2]

Identificazione dei modelli e machine learning [2]

Machine learning

Business intelligence

Identificazione dei modelli e data mining [2]

Business intelligence

Identificazione dei modelli e data mining [2]

Business intelligence

Identificazione dei modelli e data mining [2]

Business intelligence e data mining

Identificazione dei modelli e data mining [2]

Teaching Areas: QUANTITATIVE METHODS (QM)

Specializing Masters

Executive Education

MBA

Specializing masters

Relevant Publications

Jalayer M.| Orsenigo C.| Vercellis C. (2021), "Fault detection and diagnosis for rotating machinery: A model based on convolutional LSTM, Fast Fourier and continuous wavelet transforms", Computers in Industry, 125

Araño K.A.| Gloor P.| Orsenigo C.| Vercellis C. (2021), "When Old Meets New: Emotion Recognition from Speech Signals", Cognitive Computation, 13, 771-783

Araño K.A.| Orsenigo C.| Soto M.| Vercellis C. (2021), "Multimodal sentiment and emotion recognition in hyperbolic space", Expert Systems with Applications, 184

Xing F.Z.; Cambria E.|;Malandri L.; Vercellis Carlo, "Discovering bayesian market views for intelligent asset allocation", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11053, 120-135

Malandri L.; Xing F.Z.; Orsenigo Carlotta.; Vercellis Carlo; Cambria E., "Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management", Cognitive Computation, 10, 1167-1176

Orsenigo Carlotta; Vercellis Carlo; Volpetti C., "Concatenating or Averaging? Hybrid Sentences Representations for Sentiment Analysis", Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11314, 567-575

Orsenigo Carlotta; Vercellis Carlo, "Anthropogenic influence on global warming for effective cost-benefit analysis: a machine learning perspective", Economia e Politica Industriale, 45, 425-442

Orsenigo Carlotta;Vercellis Carlo, "A comparative study of nonlinear manifold learning methods for cancer microarray data classification", EXPERT SYSTEMS WITH APPLICATIONS, 40, 2189-2197

Orsenigo Carlotta;Vercellis Carlo, "Linear versus nonlinear dimensionality reduction for banks' credit rating prediction", KNOWLEDGE-BASED SYSTEMS, 47, 14-22

Accreditations, Rankings & Memberships

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