Ivan Rizzo Guilherme

35 papers B 3C 2Journal 10Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparing Explainable AI Techniques In Language Models: A Case Study For Fake News Detection in Portuguese. J. Braz. Comput. Soc. Jéssica Vicentini, Rafael Bezerra de Menezes Rodrigues, Arnaldo Cândido Júnior, Ivan Rizzo Guilherme
2025	—	`conf`	Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry. EMNLP (Industry Track) João Vitor Mariano Correia, Murilo Missano Bell, João Vitor Robiatti Amorim, Jonas F. P. Queiroz, Daniel C. G. Pedronette, Ivan Rizzo Guilherme, Felipe L. Oliveira
2025	—	`conf`	LLM-Based Template Generation with Knowledge Graphs for Daily Drilling Reports. ESWC (Satellite Events) Luis Henrique Morelli, Giovani Candido, Jonas F. P. Queiroz, Marcelo A. Jaculli, Nelson Choueri Jr., Arnaldo Cândido Jr., Bruno Elias Penteado, Ivan Rizzo Guilherme, João P. Papa, Stephan R. Perrout, Felipe L. Oliveira
2025	—	`conf`	Using Knowledge Graphs to Analyze Geomechanical Events in Daily Drilling Reports. ESWC (Satellite Events) Jonas F. P. Queiroz, Luis C. S. Afonso, Nelson Choueri, Marcelo A. Jaculli, Ivan Rizzo Guilherme, Bruno Elias Penteado, José Ricardo Pelaquim Mendes, João Paulo Papa, Stephan R. Perrout, Felipe L. Oliveira
2024	J	`jnl`	Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task. CoRR Gabriel Lino Garcia, Pedro Henrique Paiola, Luis Henrique Morelli, Giovani Candido, Arnaldo Cândido Júnior, Danilo Samuel Jodas, Luis C. S. Afonso, Ivan Rizzo Guilherme, Bruno Elias Penteado, João Paulo Papa
2023	C	`conf`	A Meta-Feature Model for Exploiting Different Regressors to Estimate Sugarcane Crop Yield. IGARSS Luiz Antonio Falaguasta Barbosa, Daniel Carlos Guimarães Pedronette, Ivan Rizzo Guilherme
2023	B	`conf`	PsyBERTpt: A Clinical Entity Recognition Model for Psychiatric Narratives. CBMS Luiz Henrique Pereira Niero, Ivan Rizzo Guilherme, Lucas Emanuel Silva e Oliveira, Gerardo Maria de Araújo Filho
2022	—	`conf`	PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese. PROPOR Rafael Bezerra de Menezes Rodrigues, Pedro Ivo Monteiro Privatto, Gustavo José de Sousa, Rafael P. Murari, Luis C. S. Afonso, João P. Papa, Daniel C. G. Pedronette, Ivan Rizzo Guilherme, Stephan R. Perrout, Aliel F. Riente
2022	J	`jnl`	RaDE+: A semantic rank-based graph embedding algorithm. Int. J. Inf. Manag. Data Insights Filipe Alves de Fernando, Daniel Carlos Guimarães Pedronette, Gustavo José de Sousa, Lucas Pascotti Valem, Ivan Rizzo Guilherme
2022	—	`conf`	Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization. VISIGRAPP (3: IVAPP) Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Ivan Rizzo Guilherme
2021	—	`conf`	SMS Spam Detection Through Skip-gram Embeddings and Shallow Networks. ACL/IJCNLP (Findings) Gustavo José de Sousa, Daniel Carlos Guimarães Pedronette, João Paulo Papa, Ivan Rizzo Guilherme
2021	—	`conf`	When External Knowledge Does Not Aggregate in Named Entity Recognition. BRACIS (2) Pedro Ivo Monteiro Privatto, Ivan Rizzo Guilherme
2020	—	`conf`	Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos. VISIGRAPP (5: VISAPP) Leonardo Tadeu Lopes, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ivan Rizzo Guilherme, João Paulo Papa, Marcos Cleison Silva Santana, Danilo Colombo
2020	—	`conf`	RaDE: A Rank-based Graph Embedding Approach. VISIGRAPP (5: VISAPP) Filipe Alves de Fernando, Daniel Carlos Guimarães Pedronette, Gustavo José de Sousa, Lucas Pascotti Valem, Ivan Rizzo Guilherme
2018	C	`conf`	A Multi-agent System Approach for Management of Industrial IoT Devices in Manufacturing Processes. INDIN Renato L. Cagnin, Ivan Rizzo Guilherme, Jonas F. P. Queiroz, Bruno Paulo, Marcilio F. O. Neto
2018	B	`conf`	Manifold Correlation Graph for Semi-Supervised Learning. IJCNN Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve, Ivan Rizzo Guilherme
2018	B	`conf`	Pattern Analysis in Drilling Reports using Optimum-Path Forest. IJCNN Gustavo José de Sousa, Daniel Carlos Guimarães Pedronette, Alexandro Baldassin, Pedro Ivo Monteiro Privatto, M. Gaseta, Ivan Rizzo Guilherme, Danilo Colombo, Luis Claudio Sugi Afonso, João P. Papa
2018	J	`jnl`	Semantic Guided Interactive Image Retrieval for plant identification. Expert Syst. Appl. Filipe Marcel Fernandes Gonçalves, Ivan Rizzo Guilherme, Daniel Carlos Guimarães Pedronette
2018	J	`jnl`	Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks. Pattern Recognit. Daniel Carlos Guimarães Pedronette, Filipe Marcel Fernandes Gonçalves, Ivan Rizzo Guilherme
2011	—	`conf`	A Multi-agent Architecture for Intelligent Data Analysis. ICINCO (1) Jonas F. P. Queiroz, Ivan Rizzo Guilherme, Caio Cesar Batista
2011	—	`conf`	FTMOntology: An Ontology to Fill the Semantic Gap between Music, Mood, Personality, and Human Physiology. OTM Workshops Caio Miguel Marques, João Von Zuben, Ivan Rizzo Guilherme
2011	—	`conf`	New Trends in Musical Genre Classification Using Optimum-Path Forest. ISMIR Caio Miguel Marques, Ivan Rizzo Guilherme, Rodrigo Y. M. Nakamura, João P. Papa
2011	J	`jnl`	Petroleum well drilling monitoring through cutting image analysis and artificial intelligence techniques. Eng. Appl. Artif. Intell. Ivan Rizzo Guilherme, Aparecido Nilceu Marana, João Paulo Papa, Giovani Chiachia, Luis Claudio Sugi Afonso, Kazuo Miura, Marcus V. D. Ferreira, Francisco Torres
2010	J	`jnl`	Fast Petroleum Well Drilling Monitoring Through Optimum-Path Forest. J. Next Gener. Inf. Technol. Ivan Rizzo Guilherme, Aparecido Nilceu Marana, João P. Papa, Giovani Chiachia, Alexandre X. Falcão, Kazuo Miura, Marcus V. D. Ferreira, Francisco Torres
2010	—	`conf`	Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS). IEA/AIE (2) Fabio Roberto Chavarette, José Manoel Balthazar, Ivan Rizzo Guilherme, Orlando Saraiva do Nascimento
2008	—	`conf`	A Multiagent Architecture for Supervisory and Control System. CIMCA/IAWTIC/ISE Ivan Rizzo Guilherme, Rafael Pedrosanto, Alex F. Teixeira, Celso Kazuyuki Morooka, Carles Sierra
2008	—	`conf`	Swarm Control Designs Applied to a Mechanical Oscillator. CIMCA/IAWTIC/ISE Fabio Roberto Chavarette, Ivan Rizzo Guilherme
2006	—	`conf`	A Genetic Neuro-Model Reference Adaptive Controller for Petroleum Wells Drilling Operations. CIMCA/IAWTIC Tiago C. da Fonseca, José Ricardo Pelaquim Mendes, Adriane Beatriz de Souza Serapião, Ivan Rizzo Guilherme
2006	—	`conf`	An Ontology Based for Drilling Report Classification. MICAI Ivan Rizzo Guilherme, Adriane Beatriz de Souza Serapião, Clarice Rabelo, José Ricardo Pelaquim Mendes
2006	—	`conf`	Application of arx neural networks to model the rate of penetration of petroleum wells drilling. Computational Intelligence Tiago C. da Fonseca, José Ricardo Pelaquim Mendes, Adriane Beatriz de Souza Serapião, Ivan Rizzo Guilherme
2006	—	`conf`	Classification of Petroleum Well Drilling Operations Using Support Vector Machine (SVM). CIMCA/IAWTIC Adriane Beatriz de Souza Serapião, Rogerio M. Tavares, José Ricardo Pelaquim Mendes, Ivan Rizzo Guilherme
2005	J	`jnl`	Definition of an Offshore Petroleum Production System by Using Fuzzy Sets and Utility Functions. J. Adv. Comput. Intell. Intell. Informatics Tiago C. da Fonseca, José Ricardo Pelaquim Mendes, Celso Kazuyuki Morooka, Ivan Rizzo Guilherme
2003	J	`jnl`	Processing Technical Daily Reports in Offshore Petroleum Engineering - An Experience. J. Adv. Comput. Intell. Intell. Informatics Kazuo Miura, Ivan Rizzo Guilherme, Celso Kazuyuki Morooka, José Ricardo Pelaquim Mendes
1996	—	`—`	Sistema Jargão: um sistema para analise de base de dados em linguagem natural. Ivan Rizzo Guilherme
1992	J	`jnl`	A neural net for extracting knowledge from natural language data bases. IEEE Trans. Neural Networks A. F. Rocha, Ivan Rizzo Guilherme, M. Theoto, A. M. K. Miyadahira, M. S. Koizumi