Giacomo Domeniconi

Orcid: 0000-0003-2797-1547

According to our database¹, Giacomo Domeniconi authored at least 34 papers between 2014 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

Data-driven Derivative Hedging with Quadratic Variation Penalty.

[BibT_eX]

[DOI]

Alessio Brini

Giacomo Domeniconi

Ali Fathi

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2021

Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation.

[BibT_eX]

[DOI]

CoRR, 2021

Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.

[BibT_eX]

[DOI]

CoRR, 2021

CASTELO: clustered atom subtypes aided lead optimization - a combined machine learning and molecular modeling method.

[BibT_eX]

[DOI]

BMC Bioinform., 2021

CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Exploring Software Naturalness through Neural Language Models.

[BibT_eX]

[DOI]

CoRR, 2020

Design of AI-Enhanced Drug Lead Optimization Workflow for HPC and Cloud.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Fast neural network training on a cluster of GPUs for action recognition with high accuracy.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics.

[BibT_eX]

[DOI]

Mark Weber

Giacomo Domeniconi

Jie Chen

Daniel Karl I. Weidele

Claudio Bellei

Tom Robinson

Charles E. Leiserson

CoRR, 2019

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Video Action Recognition With an Additional End-to-End Trained Temporal Stream.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Preparation and optimization of a diverse workload for a large-scale heterogeneous system.

[BibT_eX]

[DOI]

Ian Karlin

Yoonho Park

Bronis R. de Supinski

Sara Kokkila Schumacher

Guillaume Thomas-Collignon

Proceedings of the International Conference for High Performance Computing, 2019

2018

Accelerating Deep Neural Network Training for Action Recognition on a Cluster of GPUs.

[BibT_eX]

[DOI]

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Deep Neural Trading: Comparative Study with Feed Forward, Recurrent and Autoencoder Networks.

[BibT_eX]

[DOI]

Proceedings of the Data Management Technologies and Applications, 2018

2017

Transfer Learning in Sentiment Classification with Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Prediction and Trading of Dow Jones from Twitter: A Boosting Text Mining Method with Relevant Tweets Identification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Learning to Predict the Stock Market Dow Jones Index Detecting and Mining Relevant Tweets.

[BibT_eX]

[DOI]

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

On Deep Learning in Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

2016

Data and Text Mining Techniques for In-Domain and Cross-Domain Applications.

[BibT_eX]

[DOI]

Giacomo Domeniconi

PhD thesis, 2016

Cross-organism learning method to discover new gene functionalities.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2016

Job Recommendation from Semantic Similarity of LinkedIn Users' Skills.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Identifying Conversational Message Threads by Integrating Classification and Data Clustering.

[BibT_eX]

[DOI]

Giacomo Domeniconi

Konstantinos Semertzidis

Proceedings of the Data Management Technologies and Applications, 2016

A Novel Method for Unsupervised and Supervised Conversational Message Thread Detection.

[BibT_eX]

[DOI]

Giacomo Domeniconi

Konstantinos Semertzidis

Proceedings of the DATA 2016, 2016

2015

GOTA: GO term annotation of biomedical literature.

[BibT_eX]

[DOI]

BMC Bioinform., 2015

Cross-Domain Sentiment Classification via Polarity-Driven State Transitions in a Markov Model.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2015

Markov Chain based Method for In-Domain and Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the KDIR 2015, 2015

A Study on Term Weighting for Text Categorization: A Novel Supervised Variant of tf.idf.

[BibT_eX]

[DOI]

Proceedings of the DATA 2015, 2015

A Comparison of Term Weighting Schemes for Text Classification and Sentiment Analysis with a Supervised Variant of tf.idf.

[BibT_eX]

[DOI]

Proceedings of the Data Management Technologies and Applications, 2015

2014

Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Cross-domain Text Classification through Iterative Refining of Target Categories Representations.

[BibT_eX]

[DOI]

Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Random Perturbations of Term Weighted Gene Ontology Annotations for Discovering Gene Unknown Functionalities.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2014

Discovering New Gene Functionalities from Random Perturbations of Known Gene Ontological Annotations.

[BibT_eX]

[DOI]

Proceedings of the KDIR 2014 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Rome, Italy, 21, 2014

Giacomo Domeniconi

Timeline

Legend:

Links

On csauthors.net:

Bibliography

Loading...