Consiglio Nazionale delle Ricerche

∙ Roma , Italy ∙ 0 followers

Istituto per le Applicazioni del Calcolo operates as a research institute of mathematics. The Company develops advance mathematical methods which includes partial equations, statistics, computer science, operational research, inverse problems, signal and image processing, mathematical physics, as well as relativity theory.

Combining GANs and AutoEncoders for Efficient Anomaly Detection

In this work, we propose CBiGAN – a novel method for anomaly detection i...
11/16/2020 ∙ by Fabio Carrara, et al. ∙ 118 ∙ share

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Word-Class Embeddings for Multiclass Text Classification

Pre-trained word embeddings encode general word semantics and lexical re...
11/26/2019 ∙ by Alejandro Moreo, et al. ∙ 24 ∙ share

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Out-domain examples for generative models

Deep generative models are being increasingly used in a wide variety of ...
03/07/2019 ∙ by Dario Pasquini, et al. ∙ 18 ∙ share

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Virtual to Real adaptation of Pedestrian Detectors for Smart Cities

Pedestrian detection through computer vision is a building block for a m...
01/09/2020 ∙ by Luca Ciampi, et al. ∙ 16 ∙ share

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Transformer Reasoning Network for Image-Text Matching and Retrieval

Image-text matching is an interesting and fascinating task in modern AI ...
04/20/2020 ∙ by Nicola Messina, et al. ∙ 13 ∙ share

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Self-Organization and Artificial Life

Self-organization can be broadly defined as the ability of a system to d...
03/14/2019 ∙ by Carlos Gershenson, et al. ∙ 6 ∙ share

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Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild"

We present the first method to perform automatic 3D pose, shape and text...
08/20/2019 ∙ by Silvia Zuffi, et al. ∙ 6 ∙ share

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CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting

This paper introduces CloudLSTM, a new branch of recurrent neural networ...
07/29/2019 ∙ by Chaoyun Zhang, et al. ∙ 2 ∙ share

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Quantum Semantic Learning by Reverse Annealing an Adiabatic Quantum Computer

Boltzmann Machines constitute a class of neural networks with applicatio...
03/25/2020 ∙ by Lorenzo Rocutto, et al. ∙ 1 ∙ share

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Recognition of feature curves on 3D shapes using an algebraic approach to Hough transforms

Feature curves are largely adopted to highlight shape features, such as ...
09/28/2017 ∙ by Maria-Laura Torrente, et al. ∙ 0 ∙ share

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Picture It In Your Mind: Generating High Level Visual Representations From Textual Descriptions

In this paper we tackle the problem of image search when the query is a ...
06/23/2016 ∙ by Fabio Carrara, et al. ∙ 0 ∙ share

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Quantifying the relation between performance and success in soccer

The availability of massive data about sports activities offers nowadays...
05/02/2017 ∙ by Luca Pappalardo, et al. ∙ 0 ∙ share

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On Coreferring Text-extracted Event Descriptions with the aid of Ontological Reasoning

Systems for automatic extraction of semantic information about events fr...
12/01/2016 ∙ by Stefano Borgo, et al. ∙ 0 ∙ share

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From Community Detection to Community Deception

The community deception problem is about how to hide a target community ...
09/01/2016 ∙ by Valeria Fionda, et al. ∙ 0 ∙ share

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Segmenting Dermoscopic Images

We propose an automatic algorithm, named SDI, for the segmentation of sk...
03/09/2017 ∙ by Mario Rosario Guarracino, et al. ∙ 0 ∙ share

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An intelligent extension of Variable Neighbourhood Search for labelling graph problems

In this paper we describe an extension of the Variable Neighbourhood Sea...
09/27/2015 ∙ by Sergio Consoli, et al. ∙ 0 ∙ share

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An Approach to the Analysis of the South Slavic Medieval Labels Using Image Texture

The paper presents a new script classification method for the discrimina...
09/07/2015 ∙ by Darko Brodic, et al. ∙ 0 ∙ share

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Ontology-based Representation and Reasoning on Process Models: A Logic Programming Approach

We propose a framework grounded in Logic Programming for representing an...
10/07/2014 ∙ by Fabrizio Smith, et al. ∙ 0 ∙ share

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3D Menagerie: Modeling the 3D shape and pose of animals

There has been significant work on learning realistic, articulated, 3D m...
11/23/2016 ∙ by Silvia Zuffi, et al. ∙ 0 ∙ share

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From Collective Adaptive Systems to Human Centric Computation and Back: Spatial Model Checking for Medical Imaging

Recent research on formal verification for Collective Adaptive Systems (...
07/08/2016 ∙ by Gina Belmonte, et al. ∙ 0 ∙ share

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Using Apache Lucene to Search Vector of Locally Aggregated Descriptors

Surrogate Text Representation (STR) is a profitable solution to efficien...
04/19/2016 ∙ by Giuseppe Amato, et al. ∙ 0 ∙ share

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Stable Graphical Models

Stable random variables are motivated by the central limit theorem for d...
04/16/2014 ∙ by Navodit Misra, et al. ∙ 0 ∙ share

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On the Undecidability of Fuzzy Description Logics with GCIs with Lukasiewicz t-norm

Recently there have been some unexpected results concerning Fuzzy Descri...
07/21/2011 ∙ by Marco Cerami, et al. ∙ 0 ∙ share

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Exploiting Reputation in Distributed Virtual Environments

The cognitive research on reputation has shown several interesting prope...
06/25/2011 ∙ by Walter Quattrociocchi, et al. ∙ 0 ∙ share

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Understanding opinions. A cognitive and formal account

The study of opinions, their formation and change, is one of the definin...
06/21/2011 ∙ by Francesca Giardini, et al. ∙ 0 ∙ share

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Rooting opinions in the minds: a cognitive model and a formal account of opinions and their dynamics

The study of opinions, their formation and change, is one of the definin...
06/21/2011 ∙ by Francesca Giardini, et al. ∙ 0 ∙ share

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Analysis of the South Slavic Scripts by Run-Length Features of the Image Texture

The paper proposes an algorithm for the script recognition based on the ...
07/17/2015 ∙ by Darko Brodic, et al. ∙ 0 ∙ share

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Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers

Machine Learning (ML) algorithms are used to train computers to perform ...
06/19/2013 ∙ by Giuseppe Ateniese, et al. ∙ 0 ∙ share

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Outlying Property Detection with Numerical Attributes

The outlying property detection problem is the problem of discovering th...
06/15/2013 ∙ by Fabrizio Angiulli, et al. ∙ 0 ∙ share

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Soft Constraints for Quality Aspects in Service Oriented Architectures

We propose the use of Soft Constraints as a natural way to model Service...
06/22/2009 ∙ by Stefano Bistarelli, et al. ∙ 0 ∙ share

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Determining a rotation of a tetrahedron from a projection

The following problem, arising from medical imaging, is addressed: Suppo...
11/30/2011 ∙ by Richard J. Gardner, et al. ∙ 0 ∙ share

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As-exact-as-possible repair of unprintable STL files

The class of models that can be represented by STL files is larger than ...
05/25/2016 ∙ by Marco Attene, et al. ∙ 0 ∙ share

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A level set based method for fixing overhangs in 3D printing

3D printers based on the Fused Decomposition Modeling create objects lay...
09/05/2014 ∙ by Simone Cacace, et al. ∙ 0 ∙ share

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Voronoi Grid-Shell Structures

We introduce a framework for the generation of grid-shell structures tha...
08/26/2014 ∙ by Nico Pietroni, et al. ∙ 0 ∙ share

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A study on text-score disagreement in online reviews

In this paper, we focus on online reviews and employ artificial intellig...
07/21/2017 ∙ by Michela Fazzolari, et al. ∙ 0 ∙ share

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Mining Worse and Better Opinions. Unsupervised and Agnostic Aggregation of Online Reviews

In this paper, we propose a novel approach for aggregating online review...
04/18/2017 ∙ by Michela Fazzolari, et al. ∙ 0 ∙ share

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A matter of words: NLP for quality evaluation of Wikipedia medical articles

Automatic quality evaluation of Web information is a task with many fiel...
03/07/2016 ∙ by Vittoria Cozza, et al. ∙ 0 ∙ share

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Enhanced power grid evaluation through efficient stochastic model-based analysis

Electrical infrastructures provide services at the basis of a number of ...
08/07/2017 ∙ by Giulio Masetti, et al. ∙ 0 ∙ share

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An edge-fog-cloud platform for anticipatory learning process designed for Internet of Mobile Things

This paper presents a novel architecture for data analytics targeting an...
11/19/2017 ∙ by Hung Cao, et al. ∙ 0 ∙ share

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Solar hard X-ray imaging by means of Compressed Sensing and Finite Isotropic Wavelet Transform

This paper shows that compressed sensing realized by means of regularize...
08/13/2017 ∙ by M. A. Duval-Poo, et al. ∙ 0 ∙ share

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Distributed estimation from relative measurements of heterogeneous and uncertain quality

This paper studies the problem of estimation from relative measurements ...
10/24/2017 ∙ by Chiara Ravazzi, et al. ∙ 0 ∙ share

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Enhancing Predicate Pairing with Abstraction for Relational Verification

Relational verification is a technique that aims at proving properties t...
09/14/2017 ∙ by Emanuele De Angelis, et al. ∙ 0 ∙ share

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Predicate Pairing for Program Verification

It is well-known that the verification of partial correctness properties...
08/04/2017 ∙ by Emanuele De Angelis, et al. ∙ 0 ∙ share

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Design and Optimisation of the FlyFast Front-end for Attribute-based Coordination

Collective Adaptive Systems (CAS) consist of a large number of interacti...
07/13/2017 ∙ by Diego Latella, et al. ∙ 0 ∙ share

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Solution of linear ill-posed problems by model selection and aggregation

We consider a general statistical linear inverse problem, where the solu...
10/30/2017 ∙ by Felix Abramovich, et al. ∙ 0 ∙ share

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On the geometrical properties of the coherent matching distance in 2D persistent homology

In this paper we study a new metric for comparing Betti numbers function...
01/20/2018 ∙ by Andrea Cerri, et al. ∙ 0 ∙ share

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Performance Analysis of a Device-to-Device Offloading Scheme in a Vehicular Network Environment

We consider a scheme for offloading the delivery of contents to mobile d...
01/27/2018 ∙ by Loreto Pescosolido, et al. ∙ 0 ∙ share

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A large deviation approach to super-critical bootstrap percolation on the random graph G_n,p

We consider the Erdös--Rényi random graph G_n,p and we analyze the simpl...
02/06/2018 ∙ by Giovanni Luca Torrisi, et al. ∙ 0 ∙ share

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PlayeRank: Multi-dimensional and role-aware rating of soccer player performance

The problem of rating the performance of soccer players is attracting th...
02/14/2018 ∙ by Luca Pappalardo, et al. ∙ 0 ∙ share

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Prediction of next career moves from scientific profiles

Changing institution is a scientist's key career decision, which plays a...
02/13/2018 ∙ by Charlotte James, et al. ∙ 0 ∙ share

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