JP
João Paulo Papa
Harvard University, State University of Campinas, Universidade Federal de São Carlos
Research areas: Computer Science · Artificial Intelligence · Metaheuristic Optimization Algorithms Research · Machine Learning and Data Classification · Data Mining and Machine Learning Applications
0000-0002-6494-7514
Employment
Employment history is unavailable.
Education
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Harvard University Visiting professor2014 - 2015
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State University of Campinas Post-doctorate in Computer Science2008 - 2009
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State University of Campinas Ph.D. in Computer Science2005 - 2008
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Federal University of São Carlos MSc in Computer Science2003 - 2005
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Sao Paulo State University BSc in Information Systems1999 - 2002
Projects & Funding
Projects & funding information is unavailable.
Publications (89)
- 2D-AEF: Low-latency sparse expert routing for network intrusion detection Save
- FedOPF: A Framework for Federated Learning Based on Optimum-Path Forest Save
- Integrating LRP and SsGWAS for Explainable Deep Genomic Prediction Save
- Multi-dimensional Privacy Auditing of Large Language Models via Membership Inference Attacks Save
- OPFsembleR: An Optimum-Path Forest-Based Framework for Ensemble Pruning Save
- Towards Operationally Robust Deepfake Audio Detection: Synergizing Handcrafted and Self-supervised Representations Save
- LiwTERM-r: A Revised Lightweight Transformer-based Model for Multimodal Skin Lesion Detection Robust to Incomplete Input Save
- 2D-AEF: Low-Latency Sparse Expert Routing for Network Intrusion Detection Save
- BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis Save
- Learning a Kernel-Based Beran Estimator Using Nearest-Neighbours and Its Application to Reliability Analysis Save
- LiteHybrid: A Lightweight Coarse-to-Fine Denoising Network for Remote Sensing Imagery Save
- Warm-Starting QAOA With XY Mixers: A Novel Approach for Traveling Salesman Problem Save
- Abstractive Summarization with LLMs for Texts in Brazilian Portuguese Save
- Evaluating Large Language Models for Brazilian Portuguese Sentiment Analysis: A Comparative Study of Multilingual State-of-the-Art vs. Brazilian Portuguese Fine-Tuned LLMs Save
- The Bode Family of Large Language Models: Investigating the Frontiers of LLMs in Brazilian Portuguese Save
- Robust Opposition-Based Jellyfish Search Algorithms for Large-Scale and Bound-Constrained Optimization Save
- Facial Expression Analysis in Parkinsons’s Disease Using Machine Learning: A Review Save
- A pilot study for speech assessment to detect the severity of Parkinson’s disease: An ensemble approach Save
- GemBode and PhiBode: Adapting Small Language Models to Brazilian Portuguese Save
- Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently Save