Isabel Praça - RankMe

192 papers B 7C 4Misc 16Journal 70Unranked 90

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	CANDACE: A Context-Aware Email Generation Framework. ICAART (5) Francisco Cardoso, Eva Maia, Isabel Praça
2026	—	`conf`	CARLE: Context Aware Recognition of maLicious Emails. ICISSP (1) Pedro Afonso, Eva Maia, Ivone Amorim, Isabel Praça
2026	—	`conf`	Cybersecurity Maturity Assessment of the Northern Portugal: A NIST CSF-Aligned Baseline of SMEs and Public Bodies. ICISSP (1) Rogério Silva, António Pinto, Ivone Amorim, Isabel Praça
2026	—	`conf`	HEALED: Hybrid Homomorphic Encryption for Analysis of Large-Scale Encrypted Data. ICISSP (2) Maria João Dias, Ivan Costa, Ivone Amorim, Eva Maia, Isabel Praça
2026	J	`jnl`	Machine Learning Transferability for Malware Detection. CoRR César Vieira, João Vitorino, Eva Maia, Isabel Praça
2026	J	`jnl`	Towards Privacy-Preserving Federated Learning using Hybrid Homomorphic Encryption. CoRR Ivan Costa, Pedro Correia, Ivone Amorim, Eva Maia, Isabel Praça
2025	J	`jnl`	A Novel Approach to Network Traffic Analysis: the HERA tool. CoRR Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça
2025	J	`jnl`	A review on intrusion detection datasets: tools, processes, and features. Comput. Networks Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça
2025	B	`conf`	Adversarially Robust and Interpretable Magecart Malware Detection. NCA Pedro Pereira, José Gouveia, João Vitorino, Eva Maia, Isabel Praça
2025	J	`jnl`	Adversarially Robust and Interpretable Magecart Malware Detection. CoRR Pedro Pereira, José Gouveia, João Vitorino, Eva Maia, Isabel Praça
2025	J	`jnl`	Binary and Multiclass Cyberattack Classification on GeNIS Dataset. CoRR Miguel Silva, Daniela Pinto, João Vitorino, Eva Maia, Isabel Praça, Ivone Amorim, Maria João Viamonte
2025	—	`ed.`	Computer Security. ESORICS 2024 International Workshops - SECAI, DisA, CPS4CIP, and SecAssure, Bydgoszcz, Poland, September 16-20, 2024, Revised Selected Papers, Part II ESORICS Workshops (2) Joaquín García-Alfaro, Harsha Kalutarage, Naoto Yanai, Rafal Kozik, Pawel Ksieniewicz, Michal Wozniak, Habtamu Abie, Silvio Ranise, Luca Verderame, Enrico Cambiaso, Rita Maria Ugarelli, Isabel Praça, Basel Katt, Sandeep Pirbhulal, Ankur Shukla, Marek Pawlicki, Michal Choras
2025	—	`ed.`	Cybersecurity - 9th European Interdisciplinary Cybersecurity Conference, EICC 2025, Rennes, France, June 18-19, 2025, Proceedings EICC Isabel Praça, Simona Bernardi, Pedro R. M. Inácio
2025	J	`jnl`	ENNigma: A framework for Private Neural Networks. Future Gener. Comput. Syst. Pedro Barbosa, Ivone Amorim, Eva Maia, Isabel Praça
2025	—	`conf`	Email Augmentation: A Comparison of Fine-tuned Small Language Models. ACIT Francisco Cardoso, Eva Maia, Isabel Praça
2025	—	`conf`	Enhancing JavaScript Malware Detection Through Weighted Behavioral DFAs. EICC Pedro Pereira, José Gonçalves, João Vitorino, Eva Maia, Isabel Praça
2025	J	`jnl`	Enhancing JavaScript Malware Detection through Weighted Behavioral DFAs. CoRR Pedro Pereira, José Gonçalves, João Vitorino, Eva Maia, Isabel Praça
2025	J	`jnl`	Enhancing Large Language Models with Faster Code Preprocessing for Vulnerability Detection. CoRR José Gonçalves, Miguel Silva, Eva Maia, Isabel Praça
2025	—	`conf`	Evaluating LLaMA 3.2 for Software Vulnerability Detection. EICC José Gonçalves, Miguel Silva, Bernardo Cabral, Tiago Dias, Eva Maia, Isabel Praça, Ricardo Severino, Luís Lino Ferreira
2025	J	`jnl`	Evaluating LLaMA 3.2 for Software Vulnerability Detection. CoRR José Gonçalves, Miguel Silva, Bernardo Cabral, Tiago Dias, Eva Maia, Isabel Praça, Ricardo Severino, Luís Lino Ferreira
2025	—	`conf`	Federated Learning: An Approach with Hybrid Homomorphic Encryption. ESORICS Workshops (3) Pedro Correia, Ivan Costa, Ivone Amorim, Eva Maia, Isabel Praça
2025	J	`jnl`	Federated Learning: An approach with Hybrid Homomorphic Encryption. CoRR Pedro Correia, Ivan Silva, Ivone Amorim, Eva Maia, Isabel Praça
2025	—	`conf`	Flow Exporter Impact on Intelligent Intrusion Detection Systems. ICISSP (2) Daniela Pinto, João Vitorino, Eva Maia, Ivone Amorim, Isabel Praça
2025	—	`conf`	Improving Machine Learning Models for URL Phishing Detection Using Synthetic Data. ESORICS Workshops (3) Francisco Cardoso, Eva Maia, Isabel Praça
2025	B	`conf`	Magecart Malware Detection with Feature Engineering. NCA Pedro Pereira, José Gouveia, João Vitorino, Eva Maia, Isabel Praça
2025	J	`jnl`	MeAJOR Corpus: A Multi-Source Dataset for Phishing Email Detection. CoRR Paulo Mendes, Eva Maia, Isabel Praça
2025	—	`conf`	Privacy-Preserving Mortality Prediction in ICUs Using Federated Learning. BIOSTEC (2): HEALTHINF Pedro Vieira, Eva Maia, Isabel Praça
2025	J	`jnl`	Reliable feature selection for adversarially robust cyber-attack detection. Ann. des Télécommunications João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
2025	—	`conf`	Rethinking Phishing Detection: How Dataset Quality Affects Model Generalization. ACIT Pedro Afonso, Eva Maia, Ivone Amorim, Isabel Praça
2025	J	`jnl`	Revisiting Network Traffic Analysis: Compatible network flows for ML models. CoRR João Vitorino, Daniela Pinto, Eva Maia, Ivone Amorim, Isabel Praça
2025	J	`jnl`	SPATA: Systematic Pattern Analysis for Detailed and Transparent Data Cards. CoRR João Vitorino, Eva Maia, Isabel Praça, Carlos Soares
2025	—	`conf`	The Impact of Filtering in Differential Cryptanalysis: A Case Study on FEAL-8. STM Ivan Costa, Ivone Amorim, Eva Maia, Isabel Praça
2024	B	`conf`	A Novel Approach to Network Traffic Analysis: the HERA tool. TrustCom Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça
2024	—	`conf`	Acute Pancreatitis Mortality Prediction with Federated Learning. EPIA (2) Pedro Vieira, Eva Maia, Isabel Praça
2024	J	`jnl`	Adversarial Evasion Attack Efficiency against Large Language Models. CoRR João Vitorino, Eva Maia, Isabel Praça
2024	J	`jnl`	An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. CoRR João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
2024	J	`jnl`	Anomaly detection analysis based on correlation of features in graph neural network. Multim. Tools Appl. Hoon Ko, Isabel Praça, Seong Gon Choi
2024	J	`jnl`	Challenges and efforts in managing AI trustworthiness risks: a state of knowledge. Frontiers Big Data Nineta Polemi, Isabel Praça, Kitty Kioskli, Adrien Bécue
2024	—	`ed.`	Computer Security. ESORICS 2023 International Workshops - CPS4CIP, ADIoT, SecAssure, WASP, TAURIN, PriST-AI, and SECAI, The Hague, The Netherlands, September 25-29, 2023, Revised Selected Papers, Part II ESORICS Workshops (2) Sokratis K. Katsikas, Habtamu Abie, Silvio Ranise, Luca Verderame, Enrico Cambiaso, Rita Maria Ugarelli, Isabel Praça, Wenjuan Li, Weizhi Meng, Steven Furnell, Basel Katt, Sandeep Pirbhulal, Ankur Shukla, Michele Ianni, Mila Dalla Preda, Kim-Kwang Raymond Choo, Miguel Pupo Correia, Abhishta Abhishta, Giovanni Sileno, Mina Alishahi, Harsha K. Kalutarage, Naoto Yanai
2024	J	`jnl`	Efficient Network Traffic Feature Sets for IoT Intrusion Detection. CoRR Miguel Silva, João Vitorino, Eva Maia, Isabel Praça
2024	J	`jnl`	EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle to Grid Energy Management. CoRR Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Isabel Praça
2024	—	`conf`	EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle-to-Grid Energy Management. SmartGridComm Tiago Fonseca, Luis Lino Ferreira, Bernardo Cabral, Ricardo Severino, Isabel Praça
2024	J	`jnl`	Flow Exporter Impact on Intelligent Intrusion Detection Systems. CoRR Daniela Pinto, João Vitorino, Eva Maia, Ivone Amorim, Isabel Praça
2024	—	`conf`	FuzzTheREST: An Intelligent Automated Black-Box RESTful API Fuzzer. DCAI (1) Tiago Dias, Eva Maia, Isabel Praça
2024	J	`jnl`	FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer. CoRR Tiago Dias, Eva Maia, Isabel Praça
2024	—	`conf`	Intelligent Green Efficiency for Intrusion Detection. FPS (2) Pedro Pereira, Paulo Mendes, João Vitorino, Eva Maia, Isabel Praça
2024	J	`jnl`	Intelligent Green Efficiency for Intrusion Detection. CoRR Pedro Pereira, Paulo Mendes, João Vitorino, Eva Maia, Isabel Praça
2024	J	`jnl`	Network Simulation with Complex Cyber-attack Scenarios. CoRR Tiago Dias, João Vitorino, Eva Maia, Isabel Praça
2024	—	`conf`	P2DS: A Holistic Approach to Psychiatric Disease Detection in Community Pharmacies. BIOSTEC (2) André Dias, Tiago Dias, Eva Maia, Isabel Praça
2024	J	`jnl`	Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection. CoRR João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
2024	J	`jnl`	S3PHER: Secure and Searchable System for Patient-driven HEalth data shaRing. CoRR Ivan Costa, Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
2024	J	`jnl`	SCoPE: Evaluating LLMs for Software Vulnerability Detection. CoRR José Gonçalves, Tiago Dias, Eva Maia, Isabel Praça
2024	B	`conf`	Secure, Searchable, and Consent-Driven Healthcare Data Sharing System. NCA Ivan Costa, Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
2023	B	`conf`	Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. AIME João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço
2023	J	`jnl`	Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness Detection. CoRR João Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço
2023	—	`conf`	An Adversarial Robustness Benchmark for Enterprise Network Intrusion Detection. FPS (1) João Vitorino, Miguel Silva, Eva Maia, Isabel Praça
2023	J	`jnl`	Constrained Adversarial Learning and its applicability to Automated Software Testing: a systematic review. CoRR João Vitorino, Tiago Dias, Tiago Fonseca, Eva Maia, Isabel Praça
2023	—	`conf`	Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference. DCAI (2) Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
2023	J	`jnl`	Data Privacy with Homomorphic Encryption in Neural Networks Training and Inference. CoRR Ivone Amorim, Eva Maia, Pedro Barbosa, Isabel Praça
2023	—	`ed.`	Distributed Computing and Artificial Intelligence, Special Sessions I, 20th International Conference, Guimaraes, Portugal, 12-14 July 2023. DCAI (2) Rashid Mehmood, Victor Alves, Isabel Praça, Jaroslaw Wikarek, Javier Parra-Domínguez, Roussanka Loukanova, Ignacio de Miguel, Tiago Pinto, Ricardo Rodrigues Nunes, Michela Ricca
2023	—	`conf`	From Data to Action: Exploring AI and IoT-Driven Solutions for Smarter Cities. DCAI (1) Tiago Dias, Tiago Fonseca, João Vitorino, Andreia Martins, Sofia Malpique, Isabel Praça
2023	J	`jnl`	From Data to Action: Exploring AI and IoT-driven Solutions for Smarter Cities. CoRR Tiago Dias, Tiago Fonseca, João Vitorino, Andreia Martins, Sofia Malpique, Isabel Praça
2023	J	`jnl`	Herb-Drug Interactions: A Holistic Decision Support System in Healthcare. CoRR Andreia Martins, Eva Maia, Isabel Praça
2023	B	`conf`	Machine learning for rectal cancer prediction based on metabolic changes on amino acids. CBMS José Tavares, Pedro Brandão, Ivo Barros, José Gonçalves, Isabel Praça, Lucia Lacerda, Marisa Santos
2023	—	`conf`	On the Implementation of a Secure and Energetically Efficient NOC for Mobile Networks. SmartNets Luis A. Mata, Sinan Wannous, David Duarte, Eva Maia, Pedro Vieira, Isabel Praça
2023	—	`conf`	Privacy-Preserving NN for IDS: A Study on the Impact of TFHE Restrictions. STM Ivone Amorim, Pedro Barbosa, Eva Maia, Isabel Praça
2023	J	`jnl`	SoK: Realistic Adversarial Attacks and Defenses for Intelligent Network Intrusion Detection. CoRR João Vitorino, Isabel Praça, Eva Maia
2023	J	`jnl`	SoK: Realistic adversarial attacks and defenses for intelligent network intrusion detection. Comput. Secur. João Vitorino, Isabel Praça, Eva Maia
2023	—	`conf`	TestLab: An Intelligent Automated Software Testing Framework. DCAI (2) Tiago Dias, Arthur Batista, Eva Maia, Isabel Praça
2023	J	`jnl`	TestLab: An Intelligent Automated Software Testing Framework. CoRR Tiago Dias, Arthur Batista, Eva Maia, Isabel Praça
2023	J	`jnl`	Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification. CoRR João Vitorino, Isabel Praça, Eva Maia
2023	J	`jnl`	Towards adversarial realism and robust learning for IoT intrusion detection and classification. Ann. des Télécommunications João Vitorino, Isabel Praça, Eva Maia
2023	—	`conf`	Unravelling Network-Based Intrusion Detection: A Neutrosophic Rule Mining and Optimization Framework. ESORICS Workshops (2) Tiago Fontes Dias, João Vitorino, Tiago Fonseca, Isabel Praça, Eva Maia, Maria João Viamonte
2022	J	`jnl`	A Low-Cost Multi-Agent System for Physical Security in Smart Buildings. CoRR Tiago Fonseca, Tiago Dias, João Vitorino, Luís Lino Ferreira, Isabel Praça
2022	J	`jnl`	A Multi-Policy Framework for Deep Learning-Based Fake News Detection. CoRR João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
2022	—	`conf`	A Multi-policy Framework for Deep Learning-based Fake News Detection. DCAI (1) João Vitorino, Tiago Dias, Tiago Fonseca, Nuno Oliveira, Isabel Praça
2022	J	`jnl`	Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection. CoRR João Vitorino, Nuno Oliveira, Isabel Praça
2022	J	`jnl`	Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection. Future Internet João Vitorino, Nuno Oliveira, Isabel Praça
2022	—	`conf`	Deep Learning for Short-Term Instant Energy Consumption Forecasting in the Manufacturing Sector. DCAI (1) Nuno Oliveira, Norberto Sousa, Isabel Praça
2022	J	`jnl`	Deep Learning for Short-term Instant Energy Consumption Forecasting in the Manufacturing Sector. CoRR Nuno Oliveira, Norberto Sousa, Isabel Praça
2022	—	`conf`	Digital Twins for Enhanced Resilience: Aerospace Manufacturing Scenario. CAiSE Workshops Adrien Bécue, Martin Praddaude, Eva Maia, Nicolas Hogrel, Isabel Praça, Reda Yaich
2022	C	`conf`	Herb-Drug Interactions: A Holistic Decision Support System in Healthcare. HealthCom Andreia Martins, Eva Maia, Isabel Praça
2022	J	`jnl`	Holistic Security and Safety for Factories of the Future. Sensors Eva Maia, Sinan Wannous, Tiago Dias, Isabel Praça, Ana Raquel Faria
2022	—	`conf`	Intelligent Cyberattack Detection on SAFECARE Virtual Hospital. WorldCIST (3) Eva Maia, David Lancelin, José Carneiro, Thomas Oudin, Álvaro Dória, Isabel Praça
2022	J	`jnl`	Machine Reading at Scale: A Search Engine for Scientific and Academic Research. Syst. Norberto Sousa, Nuno Oliveira, Isabel Praça
2022	—	`conf`	Multiple Domain Security Awareness for Factories of the Future. PAAMS (Workshops) Sinan Wannous, Tiago Dias, Eva Maia, Isabel Praça, Ana Raquel Faria
2022	J	`jnl`	SMS-I: Intelligent Security for Cyber-Physical Systems. Inf. Eva Maia, Norberto Sousa, Nuno Oliveira, Sinan Wannous, Orlando Sousa, Isabel Praça
2021	—	`conf`	A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. FPS João Vitorino, Rui Andrade, Isabel Praça, Orlando Sousa, Eva Maia
2021	J	`jnl`	A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection. CoRR João Vitorino, Rui Andrade, Isabel Praça, Orlando Sousa, Eva Maia
2021	C	`conf`	A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System. ISDA Tiago Dias, Nuno Oliveira, Norberto Sousa, Isabel Praça, Orlando Sousa
2021	J	`jnl`	A Hybrid Approach for an Interpretable and Explainable Intrusion Detection System. CoRR Tiago Dias, Nuno Oliveira, Norberto Sousa, Isabel Praça, Orlando Sousa
2021	J	`jnl`	A Multi-Agent System for Autonomous Mobile Robot Coordination. CoRR Norberto Sousa, Nuno Oliveira, Isabel Praça
2021	—	`conf`	A Scalable, Real-Time Packet Capturing Solution. OL2A Rafael Oliveira, João P. Almeida, Isabel Praça, Rui Pedro Lopes, Tiago Pedrosa
2021	—	`conf`	A Search Engine for Scientific Publications: A Cybersecurity Case Study. DCAI (1) Nuno Oliveira, Norberto Sousa, Isabel Praça
2021	J	`jnl`	A Search Engine for Scientific Publications: a Cybersecurity Case Study. CoRR Nuno Oliveira, Norberto Sousa, Isabel Praça
2021	—	`conf`	A Tool to Support the Investigation and Visualization of Cyber and/or Physical Incidents. WorldCIST (4) Inês Macedo, Sinan Wannous, Nuno Oliveira, Orlando Sousa, Isabel Praça
2021	J	`jnl`	A tool to support the investigation and visualization of cyber and/or physical incidents. CoRR Inês Macedo, Sinan Wannous, Nuno Oliveira, Orlando Sousa, Isabel Praça
2021	C	`conf`	Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. SIN Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça
2021	J	`jnl`	Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space. CoRR Nuno Oliveira, Norberto Sousa, Jorge Oliveira, Isabel Praça
2021	J	`jnl`	Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities. Artif. Intell. Rev. Adrien Bécue, Isabel Praça, João Gama
2021	—	`ed.`	Cyber-Physical Security for Critical Infrastructures Protection - First International Workshop, CPS4CIP 2020, Guildford, UK, September 18, 2020, Revised Selected Papers CPS4CIP Habtamu Abie, Silvio Ranise, Luca Verderame, Enrico Cambiaso, Rita Maria Ugarelli, Gabriele Giunta, Isabel Praça, Federica Battisti
2021	J	`jnl`	Ensemble learning for electricity consumption forecasting in office buildings. Neurocomputing Tiago Pinto, Isabel Praça, Zita A. Vale, José Silva
2021	J	`jnl`	Influence of Features on Accuracy of Anomaly Detection for an Energy Trading System. Sensors Hoon Ko, Kwangcheol Rim, Isabel Praça
2021	—	`conf`	Intelligence as a Service: A Tool for Energy Forecasting and Security Awareness. PAAMS (Workshops) Sinan Wannous, Isabel Praça, Rui Andrade
2021	—	`conf`	Machine Learning for Network-Based Intrusion Detection Systems: An Analysis of the CIDDS-001 Dataset. DCAI (1) José Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praça
2021	J	`jnl`	Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset. CoRR José Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praça
2021	J	`jnl`	On the Usage of Pre-Trained Speech Recognition Deep Layers to Detect Emotions. IEEE Access Jorge Oliveira, Isabel Praça
2020	—	`conf`	A Two Tier Architecture for Local Energy Market Simulation and Control. PAAMS (Workshops) Rui Andrade, Sandra Garcia-Rodriguez, Isabel Praça, Zita A. Vale
2020	—	`conf`	Cyber Threat Monitoring Systems - Comparing Attack Detection Performance of Ensemble Algorithms. CPS4CIP Eva Maia, Bruno Reis, Isabel Praça, Adrien Bécue, David Lancelin, Samantha Dauguet Demailly, Orlando Sousa
2020	—	`conf`	FullExpression Using Transfer Learning in the Classification of Human Emotions. ISAmI Ricardo Rocha, Isabel Praça
2020	—	`conf`	Impact Propagation in Airport Systems. CPS4CIP Corinna Köpke, Kushal Srivastava, Louis König, Natalie Miller, Mirjam Fehling-Kaschek, Kelly Burke, Matteo Mangini, Isabel Praça, Alda Canito, Olga Carvalho, Filipe Apolinario, Nelson Escravana, Nils Carstengerdes, Tim H. Stelkens-Kobsch
2020	J	`jnl`	Performance evaluation of unsupervised techniques in cyber-attack anomaly detection. J. Ambient Intell. Humaniz. Comput. Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Goreti Marreiros
2020	—	`conf`	Trust Model for a Multi-agent Based Simulation of Local Energy Markets. PAAMS (Workshops) Rui Andrade, Tiago Pinto, Isabel Praça
2019	—	`conf`	Collaborative Reinforcement Learning of Energy Contracts Negotiation Strategies. PAAMS (Workshops) Tiago Pinto, Isabel Praça, Zita A. Vale, Carlos Santos
2019	J	`jnl`	Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry. Int. J. Inf. Manag. Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
2019	—	`conf`	Energy Consumption Forecasting Using Ensemble Learning Algorithms. DCAI (Special Sessions) José Silva, Isabel Praça, Tiago Pinto, Zita A. Vale
2019	—	`conf`	Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning. WorldCIST (1) Francisco Silva, Tiago Pinto, Isabel Praça, Zita A. Vale
2019	—	`conf`	Selection and Performance Analysis of CICIDS2017 Features Importance. FPS Bruno Reis, Eva Maia, Isabel Praça
2018	Misc	`conf`	A Big Data Platform for Industrial Enterprise Asset Value Enablers. DCAI Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Goreti Marreiros
2018	—	`conf`	A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times. SOCO-CISIS-ICEUTE Daniel Mota, Constantino Martins, João Carneiro, Diogo Martinho, Luís Conceição, Ana de Almeida, Isabel Praça, Goreti Marreiros
2018	J	`jnl`	A context-based building security alarm through power and sensors analysis. Energy Inform. Francisco Silva, Gabriel Santos, Isabel Praça, Zita A. Vale
2018	—	`conf`	Clustering-based negotiation profiles definition for local energy transactions. SmartGridComm Ângelo Pinto, Tiago Pinto, Isabel Praça, Zita A. Vale, Pedro Faria
2018	—	`conf`	Comparative Results with Unsupervised Techniques in Cyber Attack Novelty Detection. ISAmI Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Goreti Marreiros
2018	C	`conf`	CyberFactory#1 - Securing the industry 4.0 with cyber-ranges and digital twins. WFCS Adrien Bécue, Yannick Fourastier, Isabel Praça, Alexandre Savarit, Claude Baron, Baptiste Gradussofs, Etienne Pouille, Carsten Thomas
2018	B	`conf`	Day ahead electricity consumption forecasting with MOGUL learning model. IJCNN Aria Jozi, Tiago Pinto, Isabel Praça, Zita A. Vale, João P. Soares
2018	—	`conf`	Day-ahead forecasting approach for energy consumption of an office building using support vector machines. SSCI Aria Jozi, Tiago Pinto, Isabel Praça, Zita A. Vale
2018	—	`conf`	Defining a Collaborative Platform to Report Machine State. WorldCIST (2) Diogo Martinho, João Carneiro, Asif Mohammed, Ana Vieira, Isabel Praça, Goreti Marreiros
2018	Misc	`conf`	Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation. PAAMS Brigida Teixeira, Francisco Silva, Tiago Pinto, Gabriel Santos, Isabel Praça, Zita A. Vale
2018	J	`jnl`	Iberian electricity market ontology to enable smart grid market simulation. Energy Inform. Gabriel Santos, Tiago Pinto, Isabel Praça, Zita A. Vale
2018	—	`conf`	Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm. PAAMS (Workshops) Francisco Silva, Ricardo Faia, Tiago Pinto, Isabel Praça, Zita A. Vale
2018	—	`conf`	Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection. WorldCIST (1) Marta Fernandes, Alda Canito, Verónica Bolón-Canedo, Luís Conceição, Isabel Praça, Goreti Marreiros
2018	—	`conf`	Reputation Computational Model to Support Electricity Market Players Energy Contracts Negotiation. PAAMS (Workshops) Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praça, Zita A. Vale, Juan Manuel Corchado
2018	—	`conf`	Rule-Based Model for Smart Building Supervision and Management. SCC Nouredine Tamani, Shohreh Ahvar, Gabriel Santos, Bernard Istasse, Isabel Praça, Paul-Emmanuel Brun, Yacine Ghamri-Doudane, Noël Crespi, Adrien Bécue
2018	—	`conf`	UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings. DCAI (Special Sessions) Rui Andrade, Tiago Pinto, Isabel Praça, Zita A. Vale
2017	—	`conf`	An Architecture for Proactive Maintenance in the Machinery Industry. ISAmI Alda Canito, Marta Fernandes, Luís Conceição, Isabel Praça, Magno Santos, Ricardo Rato, Gonçalo Cardeal, Francisco Leiras, Goreti Marreiros
2017	—	`conf`	Bilateral contract prices estimation using a Q-leaming based approach. SSCI Jaime Rodriguez-Fernandez, Tiago Pinto, Francisco Silva, Isabel Praça, Zita A. Vale, Juan Manuel Corchado
2017	—	`conf`	Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets. ISAmI Francisco Silva, Brigida Teixeira, Tiago Pinto, Isabel Praça, Goreti Marreiros, Zita A. Vale
2017	—	`conf`	Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets. PAAMS (Special Sessions) Francisco Silva, Tiago Pinto, Isabel Praça, Zita A. Vale
2017	—	`conf`	Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study. SSCI Aria Jozi, Tiago Pinto, Isabel Praça, Sérgio Ramos, Zita A. Vale, Bénédicte Goujon, Teodora Petrisor
2017	Misc	`conf`	Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM. EPIA Gabriel Santos, Tiago Pinto, Isabel Praça, Zita A. Vale
2017	Misc	`conf`	Ontology-based model for trusted critical site supervision in FUSE-IT. ICIN Shohreh Ahvar, Gabriel Santos, Nouredine Tamani, Bernard Istasse, Isabel Praça, Paul-Emmanuel Brun, Yacine Ghamri-Doudane, Noël Crespi
2017	Misc	`conf`	Smart Grids Data Management: A Case for Cassandra. DCAI Gil Pinheiro, Eugénia Vinagre, Isabel Praça, Zita A. Vale, Carlos Ramos
2017	—	`conf`	Tools Control Center to Enable the Joint Simulation of Multi-agent Systems. PAAMS (Special Sessions) Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praça, Zita A. Vale
2016	J	`jnl`	Adaptive Portfolio Optimization for Multiple Electricity Markets Participation. IEEE Trans. Neural Networks Learn. Syst. Tiago Pinto, Hugo Morais, Tiago M. Sousa, Tiago Sousa, Zita A. Vale, Isabel Praça, Ricardo Faia, Eduardo José Solteiro Pires
2016	—	`conf`	Application of a Hybrid Neural Fuzzy Inference System to Forecast Solar Intensity. DEXA Workshops Francisco Silva, Brigida Teixeira, Nuno Teixeira, Tiago Pinto, Isabel Praça, Zita A. Vale
2016	Misc	`conf`	Demonstration of ALBidS: Adaptive Learning Strategic Bidding System. PAAMS Tiago Pinto, Zita A. Vale, Isabel Praça, Gabriel Santos
2016	—	`conf`	Electricity Markets Ontology to Support MASCEM's Simulations. PAAMS (Workshops) Gabriel Santos, Tiago Pinto, Zita A. Vale, Isabel Praça, Hugo Morais
2016	—	`conf`	Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System. SSCI Aria Jozi, Tiago Pinto, Isabel Praça, Francisco Silva, Brigida Teixeira, Zita A. Vale
2016	—	`conf`	FUSE-IT: Enhancing critical site supervision with cross-domain key performance indicators. GIIS Hélia Pouyllau, Bernard Istasse, Shohreh Ahvar, Noël Crespi, Isabel Praça, Sandra Garcia-Rodriguez, Erhan Mengusoglu
2016	—	`conf`	Network Operator Agent: Endowing MASCEM Simulator with Technical Validation. PAAMS (Workshops) Ana Freitas, Isabel Praça, Tiago Pinto, Tiago Sousa, Zita A. Vale
2016	—	`conf`	Shared Intelligence for smart grids management. SSCI Isabel Praça, João P. Soares, Luis Gomes, Eugénia Vinagre, Zita A. Vale, Lamya Abdeljalil Belhaj
2016	J	`jnl`	Support Vector Machines for decision support in electricity markets' strategic bidding. Neurocomputing Tiago Pinto, Tiago M. Sousa, Isabel Praça, Zita A. Vale, Hugo Morais
2016	—	`conf`	Wang and Mendel's fuzzy rule learning method for energy consumption forecasting considering the influence of environmental temperature. GIIS Aria Jozi, Tiago Pinto, Isabel Praça, Francisco Silva, Brigida Teixeira, Zita A. Vale
2015	—	`conf`	Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures. PAAMS (Workshops) Gabriel Santos, Tiago Pinto, Luis Gomes, Marco R. Silva, Hugo Morais, Zita A. Vale, Isabel Praça
2015	J	`jnl`	Coalition of distributed generation units to Virtual Power Players - a game theory approach. Integr. Comput. Aided Eng. Hugo Morais, Tiago M. Sousa, Gabriel Santos, Tiago Pinto, Isabel Praça, Zita A. Vale
2015	Misc	`conf`	Demonstration of Realistic Multi-agent Scenario Generator for Electricity Markets Simulation. PAAMS Francisco Silva, Brigida Teixeira, Tiago Pinto, Gabriel Santos, Isabel Praça, Zita A. Vale
2015	—	`conf`	Pan-European Electricity Market Simulation Considering the European Power Network Capacities. DEXA Workshops Tiago Pinto, Hugo Silva, Zita A. Vale, Gabriel Santos, Isabel Praça
2015	J	`jnl`	Six thinking hats: A novel metalearner for intelligent decision support in electricity markets. Decis. Support Syst. Tiago Pinto, João Barreto, Isabel Praça, Tiago M. Sousa, Zita A. Vale, E. J. Solteiro Pires
2015	Misc	`conf`	Solar Intensity Characterization Using Data-Mining to Support Solar Forecasting. DCAI Tiago Pinto, Gabriel Santos, Luis Marques, Tiago M. Sousa, Isabel Praça, Zita A. Vale, Samuel L. Abreu
2014	J	`jnl`	Adaptive learning in agents behaviour: A framework for electricity markets simulation. Integr. Comput. Aided Eng. Tiago Pinto, Zita A. Vale, Tiago M. Sousa, Isabel Praça, Gabriel Santos, Hugo Morais
2014	Misc	`conf`	Automatic Electricity Markets Data Extraction for Realistic Multi-agent Simulations. PAAMS Ivo F. Pereira, Tiago M. Sousa, Isabel Praça, Ana Freitas, Tiago Pinto, Zita A. Vale, Hugo Morais
2014	Misc	`conf`	Data Extraction Tool to Analyse, Transform and Store Real Data from Electricity Markets. DCAI Ivo F. Pereira, Tiago M. Sousa, Isabel Praça, Ana Freitas, Tiago Pinto, Zita A. Vale, Hugo Morais
2014	—	`conf`	Data mining approach to support the generation of Realistic Scenarios for multi-agent simulation of electricity markets. IEEE IA Brigida Teixeira, Francisco Silva, Tiago Pinto, Isabel Praça, Gabriel Santos, Zita A. Vale
2014	—	`conf`	Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator. PAAMS (Workshops) Ricardo Fernandes, Gabriel Santos, Isabel Praça, Tiago Pinto, Hugo Morais, Ivo F. Pereira, Zita A. Vale
2014	—	`conf`	Multi-agent Simulation of Bilateral Contracting in Competitive Electricity Markets. DEXA Workshops Fernando Lopes, Hugo Algarvio, Jorge A. M. Sousa, Helder Coelho, Tiago Pinto, Gabriel Santos, Zita A. Vale, Isabel Praça
2014	—	`conf`	Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio. PAAMS (Workshops) Tiago Pinto, Zita A. Vale, Tiago M. Sousa, Tiago Sousa, Hugo Morais, Isabel Praça
2014	—	`conf`	Realistic Multi-agent Simulation of Competitive Electricity Markets. DEXA Workshops Tiago Pinto, Gabriel Santos, Zita A. Vale, Isabel Praça, Fernando Lopes, Hugo Algarvio
2014	Misc	`conf`	Reinforcement Learning Based on the Bayesian Theorem for Electricity Markets Decision Support. DCAI Tiago M. Sousa, Tiago Pinto, Isabel Praça, Zita A. Vale, Hugo Morais
2014	—	`conf`	Strategic Bidding for Electricity Markets Negotiation Using Support Vector Machines. PAAMS (Special Sessions) Rafael Pereira, Tiago M. Sousa, Tiago Pinto, Isabel Praça, Zita A. Vale, Hugo Morais
2013	—	`conf`	Adapting meeting tools to agent decision. EAIS João Barreto, Isabel Praça, Tiago Pinto, Tiago M. Sousa, Zita A. Vale
2013	Misc	`conf`	Demonstration of the Multi-Agent Simulator of Competitive Electricity Markets. PAAMS Tiago Pinto, Isabel Praça, Gabriel Santos, Zita A. Vale
2013	—	`conf`	Metalearner Based on Dynamic Neural Network for Strategic Bidding in Electricity Markets. DEXA Workshops Tiago Pinto, Tiago M. Sousa, Elisa Barreira, Isabel Praça, Zita A. Vale
2013	—	`conf`	Scenarios generation for multi-agent simulation of electricity markets based on intelligent data analysis. IEEE IA Gabriel Santos, Isabel Praça, Tiago Pinto, Sérgio Ramos, Zita A. Vale
2013	J	`jnl`	Strategic bidding in electricity markets: An agent-based simulator with game theory for scenario analysis. Integr. Comput. Aided Eng. Tiago Pinto, Isabel Praça, Zita A. Vale, Hugo Morais, Tiago M. Sousa
2013	Misc	`conf`	Upper Ontology for Multi-Agent Energy Systems' Applications. DCAI Gabriel Santos, Tiago Pinto, Zita A. Vale, Hugo Morais, Isabel Praça
2012	—	`conf`	Adaptive Learning in Multiagent Systems: A Forecasting Methodology Based on Error Analysis. PAAMS (Special Sessions) Tiago M. Sousa, Tiago Pinto, Zita A. Vale, Isabel Praça, Hugo Morais
2012	—	`conf`	Adaptive Tool for Automatic Data Collection of Real Electricity Markets. DEXA Workshops Isabel Praça, Tiago M. Sousa, Ana Freitas, Tiago Pinto, Zita A. Vale, Marco R. Silva
2012	—	`conf`	Metalearning in ALBidS: A Strategic Bidding System for Electricity Markets. PAAMS (Special Sessions) Tiago Pinto, Tiago M. Sousa, Zita A. Vale, Isabel Praça, Hugo Morais
2012	—	`conf`	Multi-agent Simulation of Continental, Regional, and Micro Electricity Markets. DEXA Workshops Gabriel Santos, Tiago Pinto, Hugo Morais, Zita A. Vale, Isabel Praça
2012	J	`jnl`	Multilevel Negotiation in Smart Grids for VPP Management of Distributed Resources. IEEE Intell. Syst. Hugo Morais, Tiago Pinto, Zita A. Vale, Isabel Praça
2011	Misc	`conf`	Bid Definition Method for Electricity Markets Based on an Adaptive Multiagent System. PAAMS Tiago Pinto, Zita A. Vale, Fátima Rodrigues, Hugo Morais, Isabel Praça
2011	J	`jnl`	MASCEM: Electricity Markets Simulation with Strategic Agents. IEEE Intell. Syst. Zita A. Vale, Tiago Pinto, Isabel Praça, Hugo Morais
2011	—	`conf`	Multiagent system for adaptive strategy formulation in electricity markets. IEEE IA Tiago Pinto, Zita A. Vale, Fátima Rodrigues, Isabel Praça, Hugo Morais
2011	—	`conf`	Strategic Bidding Methodology for Electricity Markets Using Adaptive Learning. IEA/AIE (2) Tiago Pinto, Zita A. Vale, Fátima Rodrigues, Hugo Morais, Isabel Praça
2008	Misc	`conf`	A multi-agent system for the support of producer coalition formation in electricity markets. SAC Isabel Praça, André Andrade, Hugo Morais, Marílio Cardoso, Carlos Ramos, Zita A. Vale
2008	Misc	`conf`	Agent-based simulation of electronic marketplaces with decision support. SAC Isabel Praça, Maria João Viamonte, Zita A. Vale, Carlos Ramos
2007	—	`conf`	Learning Business Strategies for Competitive Electronic Marketplaces. AINA Workshops (2) Isabel Praça, Maria João Viamonte, Carlos Ramos, Zita A. Vale
2007	—	`conf`	Virtual Power Producers Integration Into Mascem. Virtual Enterprises and Collaborative Networks Isabel Praça, Hugo Morais, Marílio Cardoso, Carlos Ramos, Zita A. Vale
2006	—	`conf`	Decision Making in an Agent-based Marketplace. CIMCA/IAWTIC Maria João Viamonte, Isabel Praça, Carlos Ramos, Zita A. Vale
2003	—	`conf`	A New Agent-based Framework for the Simulation of Electricity Markets. IAT Isabel Praça, Carlos Ramos, Zita A. Vale, Manuel Cordeiro
2003	—	`conf`	An Agent-Based Simulator for Electricity Markets: Seller, Buyer, and Trader Players. HoloMAS Isabel Praça, Carlos Ramos, Zita A. Vale, Manuel Cordeiro
2003	J	`jnl`	Mascem: A Multiagent System That Simulates Competitive Electricity Markets. IEEE Intell. Syst. Isabel Praça, Carlos Ramos, Zita A. Vale, Manuel Cordeiro