Antonio-Cruciani

Antonio-Cruciani.github.io

A truly simple website template for academics

Auditing-Deep-Learning-processes-through-Kernel-based-Explanatory-Models-

XAI that uses Layerwise Relevance Propagation, over linguistically motivated neural architectures, namely Kernel-based Deep Architectures (KDA), to guide argumentations and explanation inferences.

classification-using-ecg

Data analysis and development of ML solutions for the Arrhythmia Data Set

DREG-DynamicRandomExpanderGenerator

Dynamic random expander graphs generator

Graph-Compression

Graph compression algorithms (VarintGB- Elias Gamma Code) in Apache spark (Comments ITA)

Link-stream-diameter

Code associated with the paper: M. Calamai, P. Crescenzi, A. Marino "On Computing the Diameter of (Weighted) Link Streams".

MANTRA

Suite of sampling-based algorithms for approximating the temporal betweenness centrality

Nystrom-Low-Rank-Approximation

Nystrom Low Rank Gram Matrix Approximation in KELP

TSBProxy

Repository associated to paper "Proxying betweenness in Temporal Networks: A comparative Analysis"

MHSE

We propose two algorithms to efficiently estimate the effective diameter and other distance metrics on very large graphs that are based on the neighborhood function such as the exact diameter, the (effective) radius or the average distance.

Antonio-Cruciani/DREG-DynamicRandomExpanderGenerator

Dynamic random expander graphs generator

Antonio-Cruciani/classification-using-ecg

Data analysis and development of ML solutions for the Arrhythmia Data Set

Antonio-Cruciani/Graph-Compression

Graph compression algorithms (VarintGB- Elias Gamma Code) in Apache spark (Comments ITA)

Antonio-Cruciani/Auditing-Deep-Learning-processes-through-Kernel-based-Explanatory-Models-

XAI that uses Layerwise Relevance Propagation, over linguistically motivated neural architectures, namely Kernel-based Deep Architectures (KDA), to guide argumentations and explanation inferences.

Antonio-Cruciani/Link-stream-diameter

Code associated with the paper: M. Calamai, P. Crescenzi, A. Marino "On Computing the Diameter of (Weighted) Link Streams".

Antonio-Cruciani/MANTRA

Suite of sampling-based algorithms for approximating the temporal betweenness centrality

Antonio-Cruciani/Nystrom-Low-Rank-Approximation

Nystrom Low Rank Gram Matrix Approximation in KELP

Antonio-Cruciani/Open-Information-Extraction

Project for the course of open information extraction

Antonio-Cruciani/Agricola-Database

Bachelor project

Antonio-Cruciani/Antonio-Cruciani.github.io

A truly simple website template for academics

Antonio-Cruciani/Curriculum_Vitae

Curriculum Vitae

Antonio-Cruciani/TSBProxy

Repository associated to paper "Proxying betweenness in Temporal Networks: A comparative Analysis"

Antonio-Cruciani/APX-Algorithms-for-Min-Vertex-Cover

Antonio-Cruciani/Esercitazioni-Informatica-Teorica

List of exercises for the Theoretical CS course ( University of Rome: "Tor Vergata" 2018/2019)

Antonio-Cruciani/Extended-Euclid-Algorithms

Antonio-Cruciani/Fabric-Blockchain

Blockchain developed in Hyperledger

Antonio-Cruciani/fair-group-centrality

Antonio-Cruciani/Fermat-and-Miller-Rabin-Algorithms

Antonio-Cruciani/MHSEDataAnalysisTool

Python tool used to analyze the mhse algorithm results

Antonio-Cruciani/Planted-Clique-Algorithm

Spectral algorithm for finding a planted clique in a graph