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Roberto Todeschini

university of milano-bicocca

60H-index
340Paper Count
2.1WCitation Count
Published Papers 79
Publication Date
Photochemical degradation of the aromatic amine 4-(N,N-dimethylamino)benzonitrile: Triplet sensitisation, back reduction, and (quasi-)global modelling
err2026-02-05
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errEnmanuel Cruz Muñoz; Davide Ballabio; Viviana Consonni; Roberto Todeschini; Luca Carena; Iván Sciscenko; Silvio Canonica; Marco Minella; Davide Vione
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Smoothed Power-Weakness Ratio (sPWR): a new informative system for multi-criteria decision making
err2025-12-29
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errOAAI
errViviana Consonni; Davide Ballabio; Enmanuel Cruz Muñoz; Veronica Termopoli; Roberto Todeschini
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Application of QSRR models for predicting the retention times of plant food bioactive compounds
err2025-07-05
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errOAAI
errBakhtyar Sepehri; Viviana Consonni; Davide Ballabio; Enmanuel Cruz Muñoz; Ehsan Abbasi; Roberto Todeschini
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Extended multivariate comparison of 68 cluster validity indices. A review
err2024-08-01
err5
errOAAI
errTodeschini, Roberto; Ballabio, Davide; Termopoli, Veronica; Consonni, Viviana
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Effectiveness of molecular fingerprints for exploring the chemical space of natural products
err2024-03-25
err7
errOAAI
errBoldini, Davide; Ballabio, Davide; Consonni, Viviana; Todeschini, Roberto; Grisoni, Francesca; Sieber, Stephan A.
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Kernel-based mapping of reliability in predictions for consensus modelling
err2024-03-01
err1
errOAAI
errConsonni, Viviana; Todeschini, Roberto; Orlandi, Marco; Ballabio, Davide
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Classification-based machine learning approaches to predict the taste of molecules: A review
err2023-09-01
err12
errOAAI
errRojas, Cristian; Ballabio, Davide; Consonni, Viviana; Suarez-Estrella, Diego; Todeschini, Roberto
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Multi-Task Neural Networks and Molecular Fingerprints to Enhance Compound Identification from LC-MS/MS Data
err2022-09-08
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errConsonni, Viviana; Gosetti, Fabio; Termopoli, Veronica; Todeschini, Roberto; Valsecchi, Cecile; Ballabio, Davide
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Parsimonious Optimization of Multitask Neural Network Hyperparameters
err2021-11-30
err16
errOAAI
errValsecchi, Cecile; Consonni, Viviana; Todeschini, Roberto; Orlandi, Marco Emilio; Gosetti, Fabio; Ballabio, Davide
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CATMoS: Collaborative Acute Toxicity Modeling Suite (vol 129, 047013, 2021)
err2021-10-01
err3
errOAAI
errMansouri, Kamel; Karmaus, Agnes L.; Fitzpatrick, Jeremy; Patlewicz, Grace; Pradeep, Prachi; Alberga, Domenico; Alepee, Nathalie; Allen, Timothy E. H.; Allen, Dave; Alves, Vinicius M.; Andrade, Carolina H.; Auernhammer, Tyler R.; Ballabio, Davide; Bell, Shannon; Benfenati, Emilio; Bhattacharya, Sudin; V. Bastos, Joyce; Boyd, Stephen; Brown, J. B.; Capuzzi, Stephen J.; Chushak, Yaroslav; Ciallella, Heather; Clark, Alex M.; Consonni, Viviana; Daga, Pankaj R.; Ekins, Sean; Farag, Sherif; Fedorov, Maxim; Fourches, Denis; Gadaleta, Domenico; Gao, Feng; Gearhart, Jeffery M.; Goh, Garett; Goodman, Jonathan M.; Grisoni, Francesca; Grulke, Christopher M.; Hartung, Thomas; Hirn, Matthew; Karpov, Pavel; Korotcov, Alexandru; Lavado, Giovanna J.; Lawless, Michael; Li, Xinhao; Luechtefeld, Thomas; Lunghini, Filippo; Mangiatordi, Giuseppe F.; Marcou, Gilles; Marsh, Dan; Martin, Todd; Mauri, Andrea; Muratov, Eugene N.; Myatt, Glenn J.; Nguyen, Dac-Trung; Nicolotti, Orazio; Note, Reine; Pande, Paritosh; Parks, Amanda K.; Peryea, Tyler; Polash, Ahsan H.; Rallo, Robert; Roncaglioni, Alessandra; Rowlands, Craig; Ruiz, Patricia; Russo, Daniel P.; Sayed, Ahmed; Sayre, Risa; Sheils, Timothy; Siegel, Charles; Silva, Arthur C.; Simeonov, Anton; Sosnin, Sergey; Southall, Noel; Strickland, Judy; Tang, Yun; Teppen, Brian; V. Tetko, Igor; Thomas, Dennis; Tkachenko, Valery; Todeschini, Roberto; Toma, Cosimo; Tripodi, Ignacio; Trisciuzzi, Daniela; Tropsha, Alexander; Varnek, Alexandre; Vukovic, Kristijan; Wang, Zhongyu; Wang, Liguo; Waters, Katrina M.; Wedlake, Andrew J.; Wijeyesakere, Sanjeeva J.; Wilson, Dan; Xiao, Zijun; Yang, Hongbin; Zahoranszky-Kohalmi, Gergely; V. Zakharov, Alexey; Zhang, Fagen F.; Zhang, Zhen; Zhao, Tongan; Zhu, Hao; Zorn, Kimberley M.; Casey, Warren; Kleinstreuer, Nicole C.
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CATMoS: Collaborative Acute Toxicity Modeling Suite (vol 129, 047013, 2021)
err2021-07-01
err0
errOAAI
errMansouri, Kamel; Karmaus, Agnes; Fitzpatrick, Jeremy; Patlewicz, Grace; Pradeep, Prachi; Alberga, Domenico; Alepee, Nathalie; Allen, Timothy E. H.; Allen, Dave; Alves, Vinicius M.; Andrade, Carolina H.; Auernhammer, Tyler R.; Ballabio, Davide; Bell, Shannon; Benfenati, Emilio; Bhattacharya, Sudin; V. Bastos, Joyce; Boyd, Stephen; Brown, J. B.; Capuzzi, Stephen J.; Chushak, Yaroslav; Ciallella, Heather; Clark, Alex M.; Consonni, Viviana; Daga, Pankaj R.; Ekins, Sean; Farag, Sherif; Fedorov, Maxim; Fourches, Denis; Gadaleta, Domenico; Gao, Feng; Gearhart, Jeffery M.; Goh, Garett; Goodman, Jonathan M.; Grisoni, Francesca; Grulke, Christopher M.; Hartung, Thomas; Hirn, Matthew; Karpov, Pavel; Korotcov, Alexandru; Lavado, Giovanna J.; Lawless, Michael; Li, Xinhao; Luechtefeld, Thomas; Lunghini, Filippo; Mangiatordi, Giuseppe F.; Marcou, Gilles; Marsh, Dan; Martin, Todd; Mauri, Andrea; Muratov, Eugene N.; Myatt, Glenn J.; Nguyen, Dac-Trung; Nicolotti, Orazio; Note, Reine; Pande, Paritosh; Parks, Amanda K.; Peryea, Tyler; Polash, Ahsan; Rallo, Robert; Roncaglioni, Alessandra; Rowlands, Craig; Ruiz, Patricia; Russo, Daniel; Sayed, Ahmed; Sayre, Risa; Sheils, Timothy; Siegel, Charles; Silva, Arthur C.; Simeonov, Anton; Sosnin, Sergey; Southall, Noel; Strickland, Judy; Tang, Yun; Teppen, Brian; V. Tetko, Igor; Thomas, Dennis; Tkachenko, Valery; Todeschini, Roberto; Toma, Cosimo; Tripodi, Ignacio; Trisciuzzi, Daniela; Tropsha, Alexander; Varnek, Alexandre; Vukovic, Kristijan; Wang, Zhongyu; Wang, Liguo; Waters, Katrina M.; Wedlake, Andrew J.; Wijeyesakere, Sanjeeva J.; Wilson, Dan; Xiao, Zijun; Yang, Hongbin; Zahoranszky-Kohalmi, Gergely; V. Zakharov, Alexey; Zhang, Fagen F.; Zhang, Zhen; Zhao, Tongan; Zhu, Hao; Zorn, Kimberley M.; Casey, Warren; Kleinstreuer, Nicole C.
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A MATLAB toolbox for multivariate regression coupled with variable selection
err2021-06-01
err33
errOAAI
errConsonni, Viviana; Baccolo, Giacomo; Gosetti, Fabio; Todeschini, Roberto; Ballabio, Davide
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CATMoS: Collaborative Acute Toxicity Modeling Suite
err2021-04-01
err91
errOAAI
errMansouri, Kamel; Karmaus, Agnes L.; Fitzpatrick, Jeremy; Patlewicz, Grace; Pradeep, Prachi; Alberga, Domenico; Alepee, Nathalie; Allen, Timothy E. H.; Allen, Dave; Alves, Vinicius M.; Andrade, Carolina H.; Auernhammer, Tyler R.; Ballabio, Davide; Bell, Shannon; Benfenati, Emilio; Bhattacharya, Sudin; Bastos, Joyce, V; Boyd, Stephen; Brown, J. B.; Capuzzi, Stephen J.; Chushak, Yaroslav; Ciallella, Heather; Clark, Alex M.; Consonni, Viviana; Daga, Pankaj R.; Ekins, Sean; Farag, Sherif; Fedorov, Maxim; Fourches, Denis; Gadaleta, Domenico; Gao, Feng; Gearhart, Jeffery M.; Goh, Garett; Goodman, Jonathan M.; Grisoni, Francesca; Grulke, Christopher M.; Hartung, Thomas; Hirn, Matthew; Karpov, Pavel; Korotcov, Alexandru; Lavado, Giovanna J.; Lawless, Michael; Li, Xinhao; Luechtefeld, Thomas; Lunghini, Filippo; Mangiatordi, Giuseppe F.; Marcou, Gilles; Marsh, Dan; Martin, Todd; Mauri, Andrea; Muratov, Eugene N.; Myatt, Glenn J.; Dac-Trung Nguyen; Nicolotti, Orazio; Note, Reine; Pande, Paritosh; Parks, Amanda K.; Peryea, Tyler; Polash, Ahsan H.; Rallo, Robert; Roncaglioni, Alessandra; Rowlands, Craig; Ruiz, Patricia; Russo, Daniel P.; Sayed, Ahmed; Sayre, Risa; Sheils, Timothy; Siegel, Charles; Silva, Arthur C.; Simeonov, Anton; Sosnin, Sergey; Southall, Noel; Strickland, Judy; Tang, Yun; Teppen, Brian; Tetko, Igor, V; Thomas, Dennis; Tkachenko, Valery; Todeschini, Roberto; Toma, Cosimo; Tripodi, Ignacio; Trisciuzzi, Daniela; Tropsha, Alexander; Varnek, Alexandre; Vukovic, Kristijan; Wang, Zhongyu; Wang, Liguo; Waters, Katrina M.; Wedlake, Andrew J.; Wijeyesakere, Sanjeeva J.; Wilson, Dan; Xiao, Zijun; Yang, Hongbin; Zahoranszky-Kohalmi, Gergely; Zakharov, Alexey, V; Zhang, Fagen F.; Zhang, Zhen; Zhao, Tongan; Zhu, Hao; Zorn, Kimberley M.; Casey, Warren; Kleinstreuer, Nicole C.
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Deep Ranking Analysis by Power Eigenvectors (DRAPE): A polypharmacology case study
err2020-08-01
err1
PREAI
errValsecchi, Cecile; Ballabio, Davide; Consonni, Viviana; Todeschini, Roberto
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Geographical identification of Chianti red wine based on ICP-MS element composition
err2020-06-01
err47
errOAAI
errBronzi, Benedetta; Brilli, Claudio; Beone, Gian Maria.; Fontanella, Maria Chiara; Ballabio, Davide; Todeschini, Roberto; Consonni, Viviana; Grisoni, Francesca; Parri, Francesco; Buscema, Massimo
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CoMPARA: Collaborative Modeling Project for Androgen Receptor Activity
err2020-02-01
err126
errOAAI
errMansouri, Kamel; Kleinstreuer, Nicole; Abdelaziz, Ahmed M.; Alberga, Domenico; Alves, Vinicius M.; Andersson, Patrik L.; Andrade, Carolina H.; Bai, Fang; Balabin, Ilya; Ballabio, Davide; Benfenati, Emilio; Bhhatarai, Barun; Boyer, Scott; Chen, Jingwen; Consonni, Viviana; Farag, Sherif; Fourches, Denis; Garcia-Sosa, Alfonso T.; Gramatica, Paola; Grisoni, Francesca; Grulke, Chris M.; Hong, Huixiao; Horvath, Dragos; Hu, Xin; Huang, Ruili; Jeliazkova, Nina; Li, Jiazhong; Li, Xuehua; Liu, Huanxiang; Manganelli, Serena; Mangiatordi, Giuseppe F.; Maran, Uko; Marcou, Gilles; Martin, Todd; Muratov, Eugene; Dac-Trung Nguyen; Nicolotti, Orazio; Nikolov, Nikolai G.; Norinder, Ulf; Papa, Ester; Petitjean, Michel; Piir, Geven; Pogodin, Pavel; Poroikov, Vladimir; Qiao, Xianliang; Richard, Ann M.; Roncaglioni, Alessandra; Ruiz, Patricia; Rupakheti, Chetan; Sakkiah, Sugunadevi; Sangion, Alessandro; Schramm, Karl-Werner; Selvaraj, Chandrabose; Shah, Imran; Sild, Sulev; Sun, Lixia; Taboureau, Olivier; Tang, Yun; Tetko, Igor, V; Todeschini, Roberto; Tong, Weida; Trisciuzzi, Daniela; Tropsha, Alexander; Van Den Driessche, George; Varnek, Alexandre; Wang, Zhongyu; Wedebye, Eva B.; Williams, Antony J.; Xie, Hongbin; Zakharov, Alexey, V; Zheng, Ziye; Judson, Richard S.
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Scaffold hopping from natural products to synthetic mimetics by holistic molecular similarity (vol 1, 44, 2018)
err2018-09-20
err5
errOAAI
errGrisoni, Francesca; Merk, Daniel; Consonni, Viviana; Hiss, Jan A.; Tagliabue, Sara Giani; Todeschini, Roberto; Schneider, Gisbert
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Scaffold hopping from natural products to synthetic mimetics by holistic molecular similarity
err2018-08-08
err46
errOAAI
errGrisoni, Francesca; Merk, Daniel; Consonni, Viviana; Hiss, Jan A.; Tagliabue, Sara Giani; Todeschini, Roberto; Schneider, Gisbert
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Multivariate comparison of classification performance measures
err2018-03-01
err230
PREAI
errBallabio, Davide; Grisoni, Francesca; Todeschini, Roberto
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