João Pita Costa

According to our database, João Pita Costa authored at least 19 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning from the COVID-19 Pandemic to Improve Critical Infrastructure Resilience using Temporal Fusion Transformers.

Jakob Jenko, João Pita Costa, Daniel Vladusic, Urban Bavcar, Rados Cabarkapa

Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024

2023

Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach.

Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic

CoRR, 2023

Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps.

Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Runtime security monitoring by an interplay between rule matching and deep learning-based anomaly detection on logs.

Jan Antic, João Pita Costa, Ales Cernivec, Matija Cankar, Tomaz Martincic, Aljaz Potocnik, Gorka Benguria Elguezabal, Nelly Leligou, Ismael Torres Boigues

Proceedings of the 19th International Conference on the Design of Reliable Communication Networks, 2023

2022

A global COVID-19 observatory, monitoring the pandemics through text mining and visualization.

M. Besher Massri, João Pita Costa, Andrej Bauer, Marko Grobelnik, Janez Brank, Luka Stopar

Informatica (Slovenia), 2022

2021

Vessel and Port Efficiency Metrics through Validated AIS data.

Tomaz Martincic, Dejan Stepec, João Pita Costa, Kristijan Cagran, Athanasios Chaldeakis

CoRR, 2021

NewsMeSH: A new classifier designed to annotate health news with MeSH headings.

João Pita Costa, Luis Rei, Luka Stopar, Flavio Fuart, Marko Grobelnik, Dunja Mladenic, Inna Novalija, Anthony Staines, Jarmo Pääkkönen, Jenni Konttila, Joseba Bidaurrazaga, Oihana Belar, Christine Henderson, Gorka Epelde, Mónica Arrúe, Paul Carlin, Jonathan G. Wallace

Artif. Intell. Medicine, 2021

HPC application optimisation in SODALITE.

Daniel Vladusic, João Pita Costa, Dragan Radolovic, Kalman Z. Meth, Elisabetta Di Nitto, Alfio Lazzaro, Nina Mujkanovic, Maria Carbonell

Proceedings of the SYSTOR '21: The 14th ACM International Systems and Storage Conference, 2021

2020

A methodology to evaluate the evolution of networks using topological data analysis.

João Pita Costa, Tihana Galinac Grbac

CoRR, 2020

Meaningful Big Data Integration for a Global COVID-19 Strategy.

João Pita Costa, Marko Grobelnik, Flavio Fuart, Luka Stopar, Gorka Epelde, Scott Fischaber, Piotr Poliwoda, Debbie Rankin, Jonathan G. Wallace, Michaela M. Black, Raymond R. Bond, Maurice D. Mulvenna, Dale Weston, Paul Carlin, Roberto Bilbao, Gorana Nikolic, Xi Shi, Bart De Moor, Minna Pikkarainen, Jarmo Pääkkönen, Anthony Staines, Regina Connolly, Paul Davis

IEEE Comput. Intell. Mag., 2020

Machine Learning based System for Vessel Turnaround Time Prediction.

Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

2019

Open problems from NCS 2018.

Jonathan Leech, João Pita Costa

Art Discret. Appl. Math., 2019

On the coset structure of distributive skew lattices.

João Pita Costa, Jonathan Leech

Art Discret. Appl. Math., 2019

2018

On the Update Operation in Skew Lattices.

Karin Cvetko-Vah, João Pita Costa

FLAP, 2018

2017

On the Hierarchy of d-structures.

Lisbeth Fajstrup, João Pita Costa

Order, 2017

The Topological Data Analysis of Time Series Failure Data in Software Evolution.

João Pita Costa, Tihana Galinac Grbac

Proceedings of the Companion Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Topological data analysis and applications.

João Pita Costa

Proceedings of the 40th International Convention on Information and Communication Technology, 2017

2014

Variable sets over an algebra of lifetimes: a contribution of lattice theory to the study of computational topology.

João Pita Costa, Mikael Vejdemo-Johansson, Primoz Skraba

CoRR, 2014

Aspects of an internal logic for persistence.

João Pita Costa, Primoz Skraba, Mikael Vejdemo-Johansson

CoRR, 2014