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Pubblicazioni

Titolo	Pubblicato in	Anno
HARDC: A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN	NEURAL NETWORKS	2023
Modular Multi-Source Prediction of Drug Side-Effects with DruGNN	IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS	2023
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology	Proceedings of Machine Learning Research	2023
Modelling local and general quantum mechanical properties with attention-based pooling	COMMUNICATIONS CHEMISTRY	2023
Controlling highway toll stations using deep learning, queuing theory, and differential evolution	ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE	2023
StackFBAs: Detection of fetal brain abnormalities using CNN with stacking strategy from MRI images	MAGALAT GAMʼAT AL-MALIK SAUD: ULM AL-HASIB WA AL-MAʼLUMAT	2023
MF-PCBA: Multifidelity High-Throughput Screening Benchmarks for Drug Discovery and Machine Learning	JOURNAL OF CHEMICAL INFORMATION AND MODELING	2023
Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images	COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE	2023
An LTE Authentication and Key Agreement Protocol Based on the ECC Self-Certified Public Key	IEEE-ACM TRANSACTIONS ON NETWORKING	2023
MONEY: Ensemble learning for stock price movement prediction via a convolutional network with adversarial hypergraph model	AI OPEN	2023
RLPTO: A Reinforcement Learning-Based Performance-Time Optimized Task and Resource Scheduling Mechanism for Distributed Machine Learning	IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS	2023
Identifying healthy individuals with Alzheimer’s disease neuroimaging phenotypes in the UK Biobank	COMMUNICATIONS MEDICINE	2023
GAT-DNS: DNS Multivariate Time Series Prediction Model Based on Graph Attention Network	ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023	2023
Discrete Lagrangian Neural Networks with Automatic Symmetry Discovery	22nd IFAC World Congress	2023
Neural Algorithmic Reasoning for Combinatorial Optimisation	Proceedings of Machine Learning Research	2023
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis	Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023	2023
Will More Expressive Graph Neural Networks do Better on Generative Tasks?	Proceedings of Machine Learning Research	2023
A Federated Learning Benchmark for Drug-Target Interaction	ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023	2023
Interpretable Graph Networks Formulate Universal Algebra Conjectures	37th Conference on Neural Information Processing Systems (NeurIPS 2023)	2023
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data	Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023	2023