João Pita Costa

21 papers B 1C 1Misc 1Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach. Eng. Appl. Artif. Intell. Joze M. Rozanec, Gasper Petelin, João Pita Costa, Gregor Cerar, Blaz Bertalanic, Marko Gucek, Gregor Papa, Dunja Mladenic
2024	C	`conf`	Learning from the COVID-19 Pandemic to Improve Critical Infrastructure Resilience using Temporal Fusion Transformers. FedCSIS Jakob Jenko, João Pita Costa, Daniel Vladusic, Urban Bavcar, Rados Cabarkapa
2023	J	`jnl`	Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic
2023	—	`conf`	Runtime security monitoring by an interplay between rule matching and deep learning-based anomaly detection on logs. DRCN Jan Antic, João Pita Costa, Ales Cernivec, Matija Cankar, Tomaz Martincic, Aljaz Potocnik, Gorka Benguria Elguezabal, Nelly Leligou, Ismael Torres Boigues
2023	—	`conf`	Security in DevSecOps: Applying Tools and Machine Learning to Verification and Monitoring Steps. ICPE (Companion) Matija Cankar, Nenad Petrovic, João Pita Costa, Ales Cernivec, Jan Antic, Tomaz Martincic, Dejan Stepec
2022	J	`jnl`	A global COVID-19 observatory, monitoring the pandemics through text mining and visualization. Informatica (Slovenia) M. Besher Massri, João Pita Costa, Andrej Bauer, Marko Grobelnik, Janez Brank, Luka Stopar
2021	Misc	`conf`	HPC application optimisation in SODALITE. SYSTOR Daniel Vladusic, João Pita Costa, Dragan Radolovic, Kalman Z. Meth, Elisabetta Di Nitto, Alfio Lazzaro, Nina Mujkanovic, Maria Carbonell
2021	J	`jnl`	Machine Learning based System for Vessel Turnaround Time Prediction. CoRR Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa
2021	J	`jnl`	NewsMeSH: A new classifier designed to annotate health news with MeSH headings. Artif. Intell. Medicine 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
2021	J	`jnl`	Vessel and Port Efficiency Metrics through Validated AIS data. CoRR Tomaz Martincic, Dejan Stepec, João Pita Costa, Kristijan Cagran, Athanasios Chaldeakis
2020	J	`jnl`	A methodology to evaluate the evolution of networks using topological data analysis. CoRR João Pita Costa, Tihana Galinac Grbac
2020	B	`conf`	Machine Learning based System for Vessel Turnaround Time Prediction. MDM Dejan Stepec, Tomaz Martincic, Fabrice Klein, Daniel Vladusic, João Pita Costa
2020	J	`jnl`	Meaningful Big Data Integration for a Global COVID-19 Strategy. IEEE Comput. Intell. Mag. 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
2019	J	`jnl`	On the coset structure of distributive skew lattices. Art Discret. Appl. Math. João Pita Costa, Jonathan Leech
2019	J	`jnl`	Open problems from NCS 2018. Art Discret. Appl. Math. Jonathan Leech, João Pita Costa
2018	J	`jnl`	On the Update Operation in Skew Lattices. FLAP Karin Cvetko-Vah, João Pita Costa
2017	J	`jnl`	On the Hierarchy of d-structures. Order Lisbeth Fajstrup, João Pita Costa
2017	—	`conf`	The Topological Data Analysis of Time Series Failure Data in Software Evolution. ICPE Companion João Pita Costa, Tihana Galinac Grbac
2017	—	`conf`	Topological data analysis and applications. MIPRO João Pita Costa
2014	J	`jnl`	Aspects of an internal logic for persistence. CoRR João Pita Costa, Primoz Skraba, Mikael Vejdemo-Johansson
2014	J	`jnl`	Variable sets over an algebra of lifetimes: a contribution of lattice theory to the study of computational topology. CoRR João Pita Costa, Mikael Vejdemo-Johansson, Primoz Skraba