Giacomo Domeniconi

35 papers A* 2A 2C 7Journal 10Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Data-driven Derivative Hedging with Quadratic Variation Penalty. ICAIF Alessio Brini, Giacomo Domeniconi, Ali Fathi
2023	A*	`conf`	SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs. ICDE Xiao Qin, Nasrullah Sheikh, Chuan Lei, Berthold Reinwald, Giacomo Domeniconi
2021	J	`jnl`	CASTELO: clustered atom subtypes aided lead optimization - a combined machine learning and molecular modeling method. BMC Bioinform. Leili Zhang, Giacomo Domeniconi, Chih-Chieh Yang, Seung-gu Kang, Ruhong Zhou, Guojing Cong
2021	—	`conf`	CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks. NeurIPS Datasets and Benchmarks Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladimir Zolotov, Julian Dolby, Jie Chen, Mihir R. Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Shyam Ramji, Ulrich Finkler, Susan Malaika, Frederick Reiss
2021	J	`jnl`	Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks. CoRR Ruchir Puri, David S. Kung, Geert Janssen, Wei Zhang, Giacomo Domeniconi, Vladimir Zolotov, Julian Dolby, Jie Chen, Mihir R. Choudhury, Lindsey Decker, Veronika Thost, Luca Buratti, Saurabh Pujar, Ulrich Finkler
2021	J	`jnl`	Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation. CoRR Yufan Zhuang, Sahil Suneja, Veronika Thost, Giacomo Domeniconi, Alessandro Morari, Jim Laredo
2020	J	`jnl`	CASTELO: Clustered Atom Subtypes aidEd Lead Optimization - a combined machine learning and molecular modeling method. CoRR Leili Zhang, Giacomo Domeniconi, Chih-Chieh Yang, Seung-gu Kang, Ruhong Zhou, Guojing Cong
2020	—	`conf`	Design of AI-Enhanced Drug Lead Optimization Workflow for HPC and Cloud. IEEE BigData Chih-Chieh Yang, Giacomo Domeniconi, Leili Zhang, Guojing Cong
2020	A*	`conf`	EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. AAAI Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson
2020	J	`jnl`	Exploring Software Naturalness through Neural Language Models. CoRR Luca Buratti, Saurabh Pujar, Mihaela A. Bornea, J. Scott McCarley, Yunhui Zheng, Gaetano Rossiello, Alessandro Morari, Jim Laredo, Veronika Thost, Yufan Zhuang, Giacomo Domeniconi
2019	J	`jnl`	Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics. CoRR Mark Weber, Giacomo Domeniconi, Jie Chen, Daniel Karl I. Weidele, Claudio Bellei, Tom Robinson, Charles E. Leiserson
2019	J	`jnl`	EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs. CoRR Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson
2019	J	`jnl`	Fast neural network training on a cluster of GPUs for action recognition with high accuracy. J. Parallel Distributed Comput. Guojing Cong, Giacomo Domeniconi, Chih-Chieh Yang, Joshua Shapiro, Fan Zhou, Barry Chen
2019	A	`conf`	Preparation and optimization of a diverse workload for a large-scale heterogeneous system. SC Ian Karlin, Yoonho Park, Bronis R. de Supinski, Peng Wang, Bert Still, David Beckingsale, Robert Blake, Tong Chen, Guojing Cong, Carlos H. A. Costa, Johann Dahm, Giacomo Domeniconi, Thomas Epperly, Aaron Fisher, Sara Kokkila Schumacher, Steven H. Langer, Hai Le, Eun Kyung Lee, Naoya Maruyama, Xinyu Que, David F. Richards, Björn Sjögreen, Jonathan Wong, Carol S. Woodward, Ulrike Meier Yang, Xiaohua Zhang, Bob Anderson, David Appelhans, Levi Barnes, Peter D. Barnes Jr., Sorin Bastea, David Böhme, Jamie A. Bramwell, James M. Brase, José R. Brunheroto, Barry Chen, Charway R. Cooper, Tony Degroot, Robert D. Falgout, Todd Gamblin, David J. Gardner, James N. Glosli, John A. Gunnels, Max P. Katz, Tzanio V. Kolev, I-Feng W. Kuo, Matthew P. LeGendre, Ruipeng Li, Pei-Hung Lin, Shelby Lockhart, Kathleen McCandless, Claudia Misale, Jaime H. Moreno, Rob Neely, Jarom Nelson, Rao Nimmakayala, Kathryn M. O'Brien, Kevin O'Brien, Ramesh Pankajakshan, Roger Pearce, Slaven Peles, Phil Regier, Steven C. Rennich, Martin Schulz, Howard Scott, James C. Sexton, Kathleen Shoga, Shiv Sundram, Guillaume Thomas-Collignon, Brian Van Essen, Alexey Voronin, Bob Walkup, Lu Wang, Chris Ward, Hui-Fang Wen, Daniel A. White, Christopher Young, Cyril Zeller, Edward Zywicz
2019	A	`conf`	Video Action Recognition With an Additional End-to-End Trained Temporal Stream. WACV Guojing Cong, Giacomo Domeniconi, Joshua Shapiro, Chih-Chieh Yang, Barry Chen
2018	C	`conf`	Accelerating Deep Neural Network Training for Action Recognition on a Cluster of GPUs. SBAC-PAD Guojing Cong, Giacomo Domeniconi, Joshua Shapiro, Fan Zhou, Barry Chen
2018	—	`conf`	Deep Neural Trading: Comparative Study with Feed Forward, Recurrent and Autoencoder Networks. DATA (Revised Selected Papers) Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Vittorio Ghini
2017	—	`conf`	Learning to Predict the Stock Market Dow Jones Index Detecting and Mining Relevant Tweets. KDIR Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
2017	—	`conf`	On Deep Learning in Cross-Domain Sentiment Classification. KDIR Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
2017	C	`conf`	Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification. IC3K Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Andrea Pagliarani, Andrea Roli
2017	C	`conf`	Transfer Learning in Sentiment Classification with Deep Neural Networks. IC3K Andrea Pagliarani, Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi
2016	C	`conf`	A Novel Method for Unsupervised and Supervised Conversational Message Thread Detection. DATA Giacomo Domeniconi, Konstantinos Semertzidis, Vanessa López, Elizabeth M. Daly, Spyros Kotoulas, Gianluca Moro
2016	J	`jnl`	Cross-organism learning method to discover new gene functionalities. Comput. Methods Programs Biomed. Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli
2016	—	`—`	Data and Text Mining Techniques for In-Domain and Cross-Domain Applications. Giacomo Domeniconi
2016	—	`conf`	Identifying Conversational Message Threads by Integrating Classification and Data Clustering. DATA (Revised Selected Papers) Giacomo Domeniconi, Konstantinos Semertzidis, Gianluca Moro, Vanessa López, Spyros Kotoulas, Elizabeth M. Daly
2016	C	`conf`	Job Recommendation from Semantic Similarity of LinkedIn Users' Skills. ICPRAM Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Karin Pasini, Roberto Pasolini
2015	—	`conf`	A Comparison of Term Weighting Schemes for Text Classification and Sentiment Analysis with a Supervised Variant of tf.idf. DATA (Revised Selected Papers) Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
2015	C	`conf`	A Study on Term Weighting for Text Categorization: A Novel Supervised Variant of tf.idf. DATA Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
2015	C	`conf`	Cross-Domain Sentiment Classification via Polarity-Driven State Transitions in a Markov Model. IC3K Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
2015	J	`jnl`	GOTA: GO term annotation of biomedical literature. BMC Bioinform. Pietro di Lena, Giacomo Domeniconi, Luciano Margara, Gianluca Moro
2015	—	`conf`	Markov Chain based Method for In-Domain and Cross-Domain Sentiment Classification. KDIR Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
2014	—	`conf`	Cross-domain Text Classification through Iterative Refining of Target Categories Representations. KDIR Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
2014	—	`conf`	Discovering New Gene Functionalities from Random Perturbations of Known Gene Ontological Annotations. KDIR Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli
2014	—	`conf`	Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification. IC3K (Selected Papers) Giacomo Domeniconi, Gianluca Moro, Roberto Pasolini, Claudio Sartori
2014	—	`conf`	Random Perturbations of Term Weighted Gene Ontology Annotations for Discovering Gene Unknown Functionalities. IC3K (Selected Papers) Giacomo Domeniconi, Marco Masseroli, Gianluca Moro, Pietro Pinoli