Carlotta Orsenigo

Core Faculty | Associate Professor

Short Profile outline

Carlotta Orsenigo is associate professor of computer science at Politecnico di Milano where she teaches courses in Optimization and Machine Learning. She is also co-director of the International Master in Business Analytics and Big Data at Polimi Graduate School of Management, and co-founder and CTO of Aiblooms, a spin-off of Politecnico di Milano devoted to the development of software based on artificial intelligence and machine learning.

Education

Master of Science: Management Engineering, Politecnico di Milano.

Email: carlotta.orsenigo@polimi.it

Carlotta Orsenigo

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

Academic course held at SOM

Metodi di Ottimizzazione della Ricerca Operativa

Metodi di Ottimizzazione della Ricerca Operativa

Metodi di Ottimizzazione della Ricerca Operativa

Metodi di Ottimizzazione della Ricerca Operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Metodi di ottimizzazione della ricerca operativa

Case study and content analysis methodology

Case study and content analysis methodology

Case study methodologies and content analysis

Case study and content analysis methodologies

Teaching Areas: QUANTITATIVE METHODS (QM)

Specializing Masters

Executive Education

Specializing masters

MBA

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

Lettieri E.| Orsenigo C. (2020), "Predicting soccer consumption: do eSports matter? Empirical insights from a machine learning approach", Sport, Business and Management: An International Journal, 10, 523-544

Butticé Vincenzo; Colombo Massimo; Fumagalli Elena; Orsenigo Carlotta, "Green oriented crowdfunding campaigns: Their characteristics and diffusion in different institutional settings", TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 141, 85-97

Malandri Lorenzo Xing Frank Orsenigo Carlotta Vercellis Carlo Cambria Erik, "Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management", COGNITIVE COMPUTATION, 10, 1167-1176

Butticè V.| Orsenigo C.| Wright M., "The effect of information asymmetries on serial crowdfunding and campaign success", Economia e Politica Industriale, 45, 143-173

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

Orsenigo Carlotta, "An improved set covering problem for Isomap supervised landmark selection", PATTERN RECOGNITION LETTERS, 49, 131-137

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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