Bringing Hybrid Consistency Closer to Programmers. - Gonçalo Marcelino; Valter Balegas; Carla Ferreira 001 (PaPoC@EuroSys, 2017)

Ranking News-Quality Multimedia. - Gonçalo Marcelino; Ricardo Pinto; João Magalhães (ICMR, 2018)

Graph-based social media story linking. - Gonçalo Marcelino; David Semedo; João Magalhães (TRECVID, 2018)

A Benchmark of Visual Storytelling in Social Media. - Gonçalo Marcelino; David Semedo; André Mourão; Saverio G. Blasi; Marta Mrak; João Magalhães (ICMR, 2019)

Assisting News Media Editors with Cohesive Visual Storylines. - Gonçalo Marcelino; David Semedo; André Mourão; Saverio G. Blasi; João Magalhães; Marta Mrak (ACM Multimedia, 2021)

I know you're a fraud: Uncovering illicit activity in a Greek bank transactions with unsupervised learning. - Evgenia Karnavou; Giuseppe Cascavilla; Gonçalo Marcelino; Zeno Geradts (Expert Syst. Appl., 2025)

Scraping the Shadows: Deep Learning Breakthroughs in Dark Web Intelligence. - Ingmar Bakermans; Daniel De Pascale; Gonçalo Marcelino; Giuseppe Cascavilla; Zeno Geradts (CoRR, 2025)