Paulo Nováis - Publications, H-index & Citations

Paulo Nováis

universidade do minho

38H指数

773论文数

6.9K被引数

收录论文 90

发表时间

Evaluating multi-task network architectures for simultaneous breast lesion segmentation and classification in ultrasound images 评估多任务网络架构在超声图像中同时进行乳腺病变分割和分类

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

IF2.6

2026-05-15

OAAI

Margarida R. Ferreira; Helena R. Torres; Bruno Oliveira; Augusto R. V. F. de Araújo; Pedro Morais; Paulo Novais; João L. Vilaça

Fine-Tuned Large Language Models for Inclusive Education Athlete Support: Performance Evaluation and Benchmarking 为包容性教育运动员支持而微调的大型语言模型：性能评估与基准测试

DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 22ND INTERNATIONAL CONFERENCE

IF0

2026-01-01

PREAI

Costa, Ana; Magalhaes, Renata; Novais, Paulo; Duraes, Dalila

Data Fusion and Predictive Modeling for Academic Performance Assessment: A Case Study on Grade Variation 数据融合与预测建模在学术表现评估中的应用：基于成绩变异的案例分析

EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST

IF0

2026-01-01

PREAI

Duraes, Dalila; Teixeira, Renata; Bezerra, Rita; Novais, Paulo

Enabling Context-Aware Sarcasm Detection in Ambient Intelligence Through Local LLMs 通过本地LLMs实现情境感知反讽检测在环境智能中的应用

PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT II

IF0

2026-01-01

PREAI

Gala, Adelino; Rodrigues, Manuel; Marcondes, Francisco S.; Novais, Paulo

An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments 面向真实世界环境的动态阈值定义异常检测方法

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2025, PT I

IF0

2026-01-01

PREAI

Marques, Gabriel Souza; Souza, Maynara; Oliveira Santos, Flavio Arthur; Zanchettin, Cleber; Novais, Paulo

Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples 评估大型语言模型在利用少样本样本进行人类活动识别数据增强中的实用性

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2025, PT II

IF0

2026-01-01

PREAI

Souza, Maynara; Santos, Flavio Arthur Oliveira; Novais, Paulo; Zanchettin, Cleber

Conditional Generative Adversarial Network-Based Travel Route Recommendation 基于条件生成对抗网络的旅行路线推荐

CMC-Computers Materials & Continua

IF1.7

2026-01-01

PREAI

Shin, Sunbin; Nguyen, Luong Vuong; Nalepa, Grzegorz J.; Novais, Paulo; Pham, Xuan Hau; Jung, Jason J.

Ethical Considerations in Artificial Intelligence and Machine Learning

ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT II

IF0

2026-01-01

PREAI

Rodrigues, Manuel; Lino, Rita; Alves, Fernando; Novais, Paulo

Study on the Impact of the Degradation Method on the Generalization of Super-Resolution Models for ALPR 对ALPR超分辨率模型泛化能力受降解方法影响的研究

EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST

IF0

2026-01-01

PREAI

Oliveira, Cristiano L.; Matos, Leonardo N.; de Mattos Neto, Paulo S. G.; Novais, Paulo; Santos, Flavio A. O.; Barreto, Marcelo H. L.

The Dawn of a XAI Road to Humachinal-Centric Justifications in EU Consumer Credit Denials 欧盟消费信贷拒批中以人为本解释的XAI之路的黎明

PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT II

IF0

2026-01-01

PREAI

Rebelo, Diogo Morgado; de Andrade, Francisco Pacheco; Novais, Paulo

Genetic Algorithm to Understand Image Classification 遗传算法理解图像分类

EMERGING TRENDS IN INFORMATION SYSTEMS AND TECHNOLOGIES, WORLDCIST

IF0

2026-01-01

PREAI

Barreto, Marcelo H. L.; Oliveira, Cristiano L.; Santos, Flavio A. O.; Novais, Paulo; Matos, Leonardo N.; Britto, Andre

Synthetic Data Augmentation for COD Prediction in WTTPs: A Comparative Study of Deep Learning Models with VARMA and TTS-GAN WTTPs中化学需氧量预测的合成数据增强：深度学习模型与VARMA和TTS-GAN的比较研究

INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I

IF0

2026-01-01

PREAI

Bessa, Afonso; Oliveira, Pedro; Santos, Millena; Silva, S. A.; Novais, Paulo

“You Want to Play a Game?” Detecting Two Personality Traits with Short-Duration Mobile Games “你想玩个游戏吗？”——利用短时程移动游戏检测两种人格特质

Entertainment Computing

IF2.4

2025-09-15

OAAI

Patrícia Alves; João Trindade; Gonçalo Monteiro; Pedro Campos; Pedro Saraiva; Goreti Marreiros; Paulo Novais

Predicting the probability of occupational accidents occurrence in a Portuguese retail company 预测葡萄牙零售公司中职业病事故发生的概率

Safety Science

IF5.4

2025-09-06

PREAI

Inês Sena; Felipe G. Silva; Ana Cristina Braga; Florbela P. Fernandes; Clara B. Vaz; Maria F. Pacheco; Paulo Novais; José Lima; Ana I. Pereira

Multimodal object detection: an architecture using feature-level fusion and deep learning 多模态目标检测：一种基于特征级融合和深度学习的架构

neural computing applications

IF0

2025-09-02

OAAI

Rui Silva; Eduardo Coelho; Nuno Pimenta; Dalila Durães; Victor Alves; Lourenço Bandeira; José Machado; Paulo Novais; Pedro Melo-Pinto

Incdualpathnet : a hybrid architecture proposal for predicting energy production in a wastewater treatment plants Incdualpathnet：一种用于预测污水处理厂能源生产的混合架构提案

neural computing applications

IF0

2025-08-15

OAAI

Pedro Oliveira; Francisco S. Marcondes; Maria Salomé Duarte; Dalila Durães; Cristina Gonçalves; Gilberto Martins; Paulo Novais

Test-Driven Development Tool for IoT Systems 物联网系统的测试驱动开发工具

IEEE Software

IF3

2025-07-01

OAAI

Gleiston Guerrero-Ulloa; Dúval Carvajal-Suárez; Paulo Novais; Miguel J. Hornos; Carlos Rodríguez-Domínguez

Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle

NEUROCOMPUTING

IF6.5

2025-02-01

PREAI

Michelena, Alvaro; Diaz-Longueira, Antonio; Novais, Paulo; Simic, Dragan; Fontenla-Romero, Oscar; Calvo-Rolle, Jose Luis

Are heterogeinity and conflicting preferences no longer a problem? Personality-based dynamic clustering for group recommender systems

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

OAAI

Alves, Patricia; Martins, Andre; Negrao, Francisco; Novais, Paulo; Almeida, Ana; Marreiros, Goreti

Enhancing quality 4.0 and reducing costs in lot-release process with machine learning-based complaint prediction

TQM JOURNAL

IF4.4

2024-06-19

PREAI

Lobo, Armindo; Sampaio, Paulo; Novais, Paulo

研究方向