Risultati ricerca pubblicazioni

Proposal and investigation of an artificial intelligence (Ai)-based cloud resource allocation algorithm in network function virtualization architectures

pubblicato su: FUTURE INTERNET - 2020

Eramo V., Lavacca F. G., Catena T., Salazar P. J. P.

Classification and calibration techniques in predictive maintenance: A comparison between GMM and a custom one-class classifier

pubblicato su: Proceedings of the 12th International Joint Conference on Computational Intelligence - Volume 1: CI4EMS - 2020

De Santis Enrico, Capillo Antonino, Frattale Mascioli Fabio Massimo, Rizzi Antonello

Intelligent energy flow management of a nanogrid fast charging station equipped with second life batteries

pubblicato su: INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS - 2020

Leonori Stefano, Rizzoni Giorgio., Frattale Mascioli Fabio Massimo, Rizzi Antonello

A parallel hardware implementation for 2D hierarchical clustering based on fuzzy logic

pubblicato su: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS - 2020

Cardarilli G. C., Nunzio L. D., Fazzolari R., Panella M., Re M., Rosato A., Spano S.

An energy-aware hardware implementation of 2D hierarchical clustering

pubblicato su: - 2020

Cardarilli G. C., Fazzolari R., Matta M., Panella M., Rosato A., Spano S.

Optimization methods for the imputation of missing values in Educational Institutions Data

pubblicato su: METHODSX (AMSTERDAM) - 2021

Aureli D., Bruni R., Daraio C.

Imputation techniques for the reconstruction of missing interconnected data from higher Educational Institutions

pubblicato su: KNOWLEDGE-BASED SYSTEMS - 2020

Bruni R., Daraio C., Aureli D.

SWLDA offers a valuable trade-off between interpretability and accuracy for rehabilitative BCIs

pubblicato su: Proceedings of the 8th Graz Brain-Computer Interface Conference 2019 - Bridging Science and Application - 2019

Colamarino Emma, Colombo Tommaso, Pichiorri Floriana, Mattia Donatella, Palagi Laura, Cincotti Febo

Neural Networks with a Redundant Representation: Detecting the Undetectable

pubblicato su: PHYSICAL REVIEW LETTERS - 2020

Agliari Elena, Alemanno Francesco, Barra Adriano, Centonze Martino, Fachechi Alberto

Detecting cardiac pathologies via machine learning on heart-rate variability time series and related markers

pubblicato su: SCIENTIFIC REPORTS - 2020

Agliari E., Barra A., Barra O. A., Fachechi A., Franceschi Vento L., Moretti L.

Machine learning and statistical physics: preface

pubblicato su: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL - 2020

Agliari E, Barra A, Sollich P, Zdeborova L

Dreaming neural networks: Rigorous results

pubblicato su: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT - 2019

Agliari E., Alemanno F., Barra A., Fachechi A.

Machine Learning Detects Pan-cancer Ras Pathway Activation in The Cancer Genome Atlas

pubblicato su: CELL REPORTS - 2018

Way Gregory P., Sanchez-Vega Francisco, La Konnor, Armenia Joshua, Chatila Walid K., Luna Augustin, Sander Chris, Cherniack Andrew D., Mina Marco, Ciriello Giovanni, Schultz Nikolaus, Caesar-Johnson Samantha J., Demchok John A., Felau Ina, Kasapi Melpomeni, Ferguson Martin L., Hutter Carolyn M., Sofia Heidi J., Tarnuzzer Roy, Wang Zhining, Yang Liming, Zenklusen Jean C., Zhang Jiashan (Julia), Chudamani Sudha, Liu Jia, Lolla Laxmi, Naresh Rashi, Pihl Todd, Sun Qiang, Wan Yunhu, Wu Ye, Cho Juok, Defreitas Timothy, Frazer Scott, Gehlenborg Nils, Getz Gad, Heiman David I., Kim Jaegil, Lawrence Michael S., Lin Pei, Meier Sam, Noble Michael S., Saksena Gordon, Voet Doug, Zhang Hailei, Bernard Brady, Chambwe Nyasha, Dhankani Varsha, Knijnenburg Theo, Kramer Roger, Leinonen Kalle, Liu Yuexin, Miller Michael, Reynolds Sheila, Shmulevich Ilya, Thorsson Vesteinn, Zhang Wei, Akbani Rehan, Broom Bradley M., Hegde Apurva M., Ju Zhenlin, Kanchi Rupa S., Korkut Anil, Li Jun, Liang Han, Ling Shiyun, Liu Wenbin, Lu Yiling, Mills Gordon B., Ng Kwok-Shing, Rao Arvind, Ryan Michael, Wang Jing, Weinstein John N., Zhang Jiexin, Abeshouse Adam, Armenia Joshua, Chakravarty Debyani, Chatila Walid K., de Bruijn Ino, Gao Jianjiong, Gross Benjamin E., Heins Zachary J., Kundra Ritika, La Konnor, Ladanyi Marc, Luna Augustin, Nissan Moriah G., Ochoa Angelica, Phillips Sarah M., Reznik Ed, Sanchez-Vega Francisco, Sander Chris, Schultz Nikolaus, Sheridan Robert, Sumer S. Onur, Sun Yichao, Taylor Barry S., Wang Jioajiao, Zhang Hongxin, Anur Pavana, Peto Myron, Spellman Paul, Benz Christopher, Stuart Joshua M., Wong Christopher K., Yau Christina, Hayes D. Neil, Parker Joel S., Wilkerson Matthew D., Ally Adrian, Balasundaram Miruna, Bowlby Reanne, Brooks Denise, Carlsen Rebecca, Chuah Eric, Dhalla Noreen, Holt Robert, Jones Steven J. M., Kasaian Katayoon, Lee Darlene, Ma Yussanne, Marra Marco A., Mayo Michael, Moore Richard A., Mungall Andrew J., Mungall Karen, Robertson A. Gordon, Sadeghi Sara, Schein Jacqueline E., Sipahimalani Payal, Tam Angela, Thiessen Nina, Tse Kane, Wong Tina, Berger Ashton C., Beroukhim Rameen, Cherniack Andrew D., Cibulskis Carrie, Gabriel Stacey B., Gao Galen F., Ha Gavin, Meyerson Matthew, Schumacher Steven E., Shih Juliann, Kucherlapati Melanie H., Kucherlapati Raju S., Baylin Stephen, Cope Leslie, Danilova Ludmila, Bootwalla Moiz S., Lai Phillip H., Maglinte Dennis T., Van Den Berg David J., Weisenberger Daniel J., Auman J. Todd, Balu Saianand, Bodenheimer Tom, Fan Cheng, Hoadley Katherine A., Hoyle Alan P., Jefferys Stuart R., Jones Corbin D., Meng Shaowu, Mieczkowski Piotr A., Mose Lisle E., Perou Amy H., Perou Charles M., Roach Jeffrey, Shi Yan, Simons Janae V., Skelly Tara, Soloway Matthew G., Tan Donghui, Veluvolu Umadevi, Fan Huihui, Hinoue Toshinori, Laird Peter W., Shen Hui, Zhou Wanding, Bellair Michelle, Chang Kyle, Covington Kyle, Creighton Chad J., Dinh Huyen, Doddapaneni Harshavardhan, Donehower Lawrence A., Drummond Jennifer, Gibbs Richard A., Glenn Robert, Hale Walker, Han Yi, Hu Jianhong, Korchina Viktoriya, Lee Sandra, Lewis Lora, Li Wei, Liu Xiuping, Morgan Margaret, Morton Donna, Muzny Donna, Santibanez Jireh, Sheth Margi, Shinbrot Eve, Wang Linghua, Wang Min, Wheeler David A., Xi Liu, Zhao Fengmei, Hess Julian, Appelbaum Elizabeth L., Bailey Matthew, Cordes Matthew G., Ding Li, Fronick Catrina C., Fulton Lucinda A., Fulton Robert S., Kandoth Cyriac, Mardis Elaine R., Mclellan Michael D., Miller Christopher A., Schmidt Heather K., Wilson Richard K., Crain Daniel, Curley Erin, Gardner Johanna, Lau Kevin, Mallery David, Morris Scott, Paulauskis Joseph, Penny Robert, Shelton Candace, Shelton Troy, Sherman Mark, Thompson Eric, Yena Peggy, Bowen Jay, Gastier-Foster Julie M., Gerken Ma

Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images

pubblicato su: CELL REPORTS - 2018

Saltz Joel, Gupta Rajarsi, Hou Le, Kurc Tahsin, Singh Pankaj, Nguyen Vu, Samaras Dimitris, Shroyer Kenneth R., Zhao Tianhao, Batiste Rebecca, Van Arnam John, Caesar-Johnson Samantha J., Demchok John A., Felau Ina, Kasapi Melpomeni, Ferguson Martin L., Hutter Carolyn M., Sofia Heidi J., Tarnuzzer Roy, Wang Zhining, Yang Liming, Zenklusen Jean C., Zhang Jiashan (Julia), Chudamani Sudha, Liu Jia, Lolla Laxmi, Naresh Rashi, Pihl Todd, Sun Qiang, Wan Yunhu, Wu Ye, Cho Juok, Defreitas Timothy, Frazer Scott, Gehlenborg Nils, Getz Gad, Heiman David I., Kim Jaegil, Lawrence Michael S., Lin Pei, Meier Sam, Noble Michael S., Saksena Gordon, Voet Doug, Zhang Hailei, Bernard Brady, Chambwe Nyasha, Dhankani Varsha, Knijnenburg Theo, Kramer Roger, Leinonen Kalle, Liu Yuexin, Miller Michael, Reynolds Sheila, Shmulevich Ilya, Thorsson Vesteinn, Zhang Wei, Akbani Rehan, Broom Bradley M., Hegde Apurva M., Ju Zhenlin, Kanchi Rupa S., Korkut Anil, Li Jun, Liang Han, Ling Shiyun, Liu Wenbin, Lu Yiling, Mills Gordon B., Ng Kwok-Shing, Rao Arvind, Ryan Michael, Wang Jing, Weinstein John N., Zhang Jiexin, Abeshouse Adam, Armenia Joshua, Chakravarty Debyani, Chatila Walid K., de Bruijn Ino, Gao Jianjiong, Gross Benjamin E., Heins Zachary J., Kundra Ritika, La Konnor, Ladanyi Marc, Luna Augustin, Nissan Moriah G., Ochoa Angelica, Phillips Sarah M., Reznik Ed, Sanchez-Vega Francisco, Sander Chris, Schultz Nikolaus, Sheridan Robert, Sumer S. Onur, Sun Yichao, Taylor Barry S., Wang Jioajiao, Zhang Hongxin, Anur Pavana, Peto Myron, Spellman Paul, Benz Christopher, Stuart Joshua M., Wong Christopher K., Yau Christina, Hayes D. Neil, Parker Joel S., Wilkerson Matthew D., Ally Adrian, Balasundaram Miruna, Bowlby Reanne, Brooks Denise, Carlsen Rebecca, Chuah Eric, Dhalla Noreen, Holt Robert, Jones Steven J. M., Kasaian Katayoon, Lee Darlene, Ma Yussanne, Marra Marco A., Mayo Michael, Moore Richard A., Mungall Andrew J., Mungall Karen, Robertson A. Gordon, Sadeghi Sara, Schein Jacqueline E., Sipahimalani Payal, Tam Angela, Thiessen Nina, Tse Kane, Wong Tina, Berger Ashton C., Beroukhim Rameen, Cherniack Andrew D., Cibulskis Carrie, Gabriel Stacey B., Gao Galen F., Ha Gavin, Meyerson Matthew, Schumacher Steven E., Shih Juliann, Kucherlapati Melanie H., Kucherlapati Raju S., Baylin Stephen, Cope Leslie, Danilova Ludmila, Bootwalla Moiz S., Lai Phillip H., Maglinte Dennis T., Van Den Berg David J., Weisenberger Daniel J., Auman J. Todd, Balu Saianand, Bodenheimer Tom, Fan Cheng, Hoadley Katherine A., Hoyle Alan P., Jefferys Stuart R., Jones Corbin D., Meng Shaowu, Mieczkowski Piotr A., Mose Lisle E., Perou Amy H., Perou Charles M., Roach Jeffrey, Shi Yan, Simons Janae V., Skelly Tara, Soloway Matthew G., Tan Donghui, Veluvolu Umadevi, Fan Huihui, Hinoue Toshinori, Laird Peter W., Shen Hui, Zhou Wanding, Bellair Michelle, Chang Kyle, Covington Kyle, Creighton Chad J., Dinh Huyen, Doddapaneni Harshavardhan, Donehower Lawrence A., Drummond Jennifer, Gibbs Richard A., Glenn Robert, Hale Walker, Han Yi, Hu Jianhong, Korchina Viktoriya, Lee Sandra, Lewis Lora, Li Wei, Liu Xiuping, Morgan Margaret, Morton Donna, Muzny Donna, Santibanez Jireh, Sheth Margi, Shinbrot Eve, Wang Linghua, Wang Min, Wheeler David A., Xi Liu, Zhao Fengmei, Hess Julian, Appelbaum Elizabeth L., Bailey Matthew, Cordes Matthew G., Ding Li, Fronick Catrina C., Fulton Lucinda A., Fulton Robert S., Kandoth Cyriac, Mardis Elaine R., Mclellan Michael D., Miller Christopher A., Schmidt Heather K., Wilson Richard K., Crain Daniel, Curley Erin, Gardner Johanna, Lau Kevin, Mallery David, Morris Scott, Paulauskis Joseph, Penny Robert, Shelton Candace, Shelton Troy, Sherman Mark, Thompson Eric, Yena Peggy, Bowen Jay, Gastier-Foster Julie M., Gerken Mark, Leraas Kristen M., Li

Evaluating the predictions of the protein stability change upon single amino acid substitutions for the FXN CAGI5 challenge

pubblicato su: HUMAN MUTATION - 2019

Savojardo C., Petrosino M., Babbi G., Bovo S., Corbi-Verge C., Casadio R., Fariselli P., Folkman L., Garg A., Karimi M., Katsonis P., Kim P. M., Lichtarge O., Martelli P. L., Pasquo A., Pal D., Shen Y., Strokach A. V., Turina P., Zhou Y., Andreoletti G., Brenner S. E., Chiaraluce R., Consalvi V., Capriotti E.

Coronavirus disease (COVID-19): a machine learning bibliometric analysis

pubblicato su: IN VIVO - 2020

DE Felice Francesca, Polimeni Antonella

Machine learning and network medicine: a novel approach for precision medicine and personalized therapy in cardiomyopathies

pubblicato su: JOURNAL OF CARDIOVASCULAR MEDICINE - 2020

Infante Teresa, Francone Marco, De Rimini Maria L, Cavaliere Carlo, Canonico Raffaele, Catalano Carlo, Napoli Claudio

Multiresolution topological data analysis for robust activity tracking

pubblicato su: Smart Statistics for Smart Applications. Book of Short Papers SIS2019 - 2019

Trappolini Giovanni, Padellini Tullia, Brutti Pierpaolo

Claim watching and individual claims reserving using classification and regression trees

pubblicato su: RISKS - 2019

De Felice M., Moriconi F.

Molecular design aided by random forests and synthesis of potent trypanocidal agents as cruzain inhibitors for Chagas disease treatment

pubblicato su: CHEMICAL BIOLOGY & DRUG DESIGN - 2020

de Albuquerque S., Cianni L., de Vita D., Duque C., Gomes A. S. M., Gomes P., Laughton C., Leitao A., Montanari C. A., Montanari R., Ribeiro J. F. R., da Silva J. S., Teixeira C.

Digital biomarker-based individualized prognosis for people at risk of dementia

pubblicato su: ALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING - 2020

Buegler M., Harms R. L., Balasa M., Meier I. B., Exarchos T., Rai L., Boyle R., Tort A., Kozori M., Lazarou E., Rampini M., Cavaliere C., Vlamos P., Tsolaki M., Babiloni C., Soricelli A., Frisoni G., Sanchez-Valle R., Whelan R., Merlo-Pich E., Tarnanas I.

Preliminary attempt to predict risk of invasive pulmonary aspergillosis in patients with influenza. Decision trees may help?

pubblicato su: ANTIBIOTICS - 2020

Bellelli V., Siccardi G., Conte L., Celani L., Congeduti E., Borrazzo C., Santinelli L., Innocenti G. P., Pinacchio C., Ceccarelli G., Venditti M., D'ettorre G.

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