Fourth Latin American Workshop on Information Fusion

The Fourth Latin American Workshop on Information Fusion (LAFusion 2026) is a workshop focusing on the latest research results on Information Fusion in Latin America. The goal of this workshop is to create a community of Information Fusion researchers in Latin America. Authors of accepted papers are expected to present their work in a plenary session as part of the main workshop program. Proceedings will be indexed in prominent digital libraries.

About Information Fusion

Information fusion is a multidisciplinary field that focuses on combining and integrating information from diverse sources to improve the accuracy, completeness, and reliability of the resulting information. It involves the process of merging data or knowledge from multiple sensors, databases, or information systems to generate a unified and coherent representation of the underlying reality.

The main goal of information fusion is to extract meaningful and actionable insights by leveraging the strengths of individual information sources while compensating for their limitations, uncertainties, or redundancies. It aims to provide a more comprehensive and accurate understanding of a given situation or phenomenon than what can be achieved by using individual sources in isolation.

Information fusion techniques typically involve various processes, including data preprocessing, feature extraction, data association, probabilistic modeling, decision-making, and knowledge representation. These processes may utilize methods from diverse disciplines such as statistics, signal processing, pattern recognition, artificial intelligence, machine learning, and cognitive science.

Applications of information fusion are widespread and can be found in fields such as surveillance and intelligence, remote sensing, robotics, autonomous systems, medical diagnosis, weather forecasting, transportation systems, and cybersecurity. By integrating and interpreting information from multiple sources, information fusion enables improved situational awareness, decision-making, and prediction capabilities, leading to enhanced performance, efficiency, and reliability in complex and uncertain environments. Several Latin American problems could be solved by Information Fusion. We are looking to form a Forum to debate the usage of Information Fusion to produce solutions for the challenges in the region.

Supporting Organizations

International Society of Information Fusion (ISIF)

LAFusion 2026 is proudly supported by the International Society of Information Fusion, the leading global organization dedicated to advancing the theory and practice of information fusion.

Springer CCIS Series

The conference proceedings of LAFusion 2026 will be published in Springer's Communications in Computer and Information Science (CCIS) series, ensuring wide dissemination and indexing in prominent digital libraries.

Escola de Guerra Naval (EGN)

Prestigious military institution and host venue, providing excellent facilities for academic discussions and professional networking.

Instituto de Pesquisas da Marinha (IPqM)

Leading research institute in naval technology, contributing to academic excellence and innovation.

Universidade Federal do Rio de Janeiro (UFRJ)

One of Brazil's premier universities, providing academic and education excellence.

Universidade Federal de Goiás (UFG)

Leading federal university in central Brazil, contributing to academic excellence and research innovation.

Call for Papers

LAFusion 2026 will include several papers sessions showcasing the latest Information Fusion research.

Submission Details

Submission Dates:

  • Paper Submission Deadline: July 31st - August 16th, 2026
  • Notification of Acceptance: September 16th, 2026
  • Camera-Ready Papers Due: September 27th, 2026
  • Workshop Dates: November 26th - 27th, 2026

Publication Venue:

Accepted papers will be published in the Computational Intelligence and Computer Science (CICS) proceedings. The CICS provides high-quality, peer-reviewed publication for cutting-edge research in computational intelligence and computer science, ensuring wide dissemination and visibility for accepted papers.

Submission Guidelines:

All submissions should follow the CICS journal formatting guidelines and will undergo a rigorous peer-review process. Papers should be original, unpublished work that contributes to the field of Information Fusion. Archive files (.zip, .rar, .7z) are accepted for supplementary materials and datasets.

About Preprints: Preprint papers from arXiv are welcome for submission, provided they have not been previously published. Authors should disclose any preprint versions and include appropriate citations. The workshop encourages the dissemination of early research results through arXiv while maintaining academic integrity.

Topics of Interest

The topics of interest are (but not limited to):

Theory and Representation

  • Probability Theory
  • Bayesian Inference
  • Argumentation
  • Dempster-Shafer Theory
  • Possibility and Fuzzy set theory
  • Rough sets
  • Logic fusion
  • Preference aggregation
  • Decision theory
  • Random sets
  • Finite point processes

Algorithms

  • Cognitive methods
  • Signal processing and localization
  • Recognition, classification, identification
  • Non-linear filtering
  • Data association
  • Tracking, prediction
  • Situation/impact assessment
  • Alignment and registration
  • Pattern/behavioural analysis
  • Image fusion
  • Fusion architectures
  • Resource management
  • Machine learning and artificial intelligence
  • Topic modelling
  • Natural language processing
  • Contextual adaptation
  • Anomaly/change detection

Applications

  • Soft-hard fusion
  • Autonomous systems
  • Defence/security
  • Robotics
  • Intelligent transportation
  • Mining/manufacturing
  • Wireless sensor networks
  • Economics, finance, fintech
  • Environmental monitoring
  • Medical care/ehealth
  • Bioinformatics
  • Radio astronomy
  • Critical infrastructure protection
  • Condition monitoring
  • Precision agriculture
  • Video streaming
  • Streaming/sketching
  • Maritime domain awareness indicators
  • Maritime governance indicators
  • Maritime security events database and statistics
  • Other emerging applications

Methods and Tools

  • Sequence Inference
  • Data mining
  • Graph analysis
  • Ontologies/semantics
  • Modelling/realisation/evaluation
  • Target/sensor modelling
  • Benchmarks/testbeds
  • Trust in fusion systems
  • Computational methods
  • Cloud/edge/fog computing/fusion
  • Fusion performance

Organization

Organizing Committee

General Chairs

Prof. Dr. Pablo Rangel
Prof. Dr. Pablo Rangel
Instituto de Pesquisas da Marinha (Brazil) / Universidade Federal do Rio de Janeiro (Brazil)
Prof. Dr. Aldo Díaz-Salazar
Prof. Dr. Aldo Díaz-Salazar
Universidade Federal de Goiás (Brazil)

Program Chair

Prof. Dr. Marco Antonio Assfalk de Oliveira
Prof. Dr. Marco Antonio Assfalk de Oliveira
Universidade Federal de Goiás (Brazil)
Captain (Ret.), Prof. Dr. William de Sousa Moreira
Captain (Ret.), Prof. Dr. William de Sousa Moreira
Escola de Guerra Naval (Brazil)

Honorary Chairs

Prof. Dr. Claudio Miceli de Farias
Prof. Dr. Claudio Miceli de Farias
Universidade Federal do Rio de Janeiro (Brazil)
Prof. Dr. Paulo Costa
Prof. Dr. Paulo Cesar Costa
George Mason University (United States of America)

Local Arrangements

Allan Antunes
Allan Antunes
Escola de Guerra Naval (Brazil)

Technical Program Committee

To be announced

Important Dates

LAFusion 2026 will happen on November 26th and 27th.

Submission Date:
July 31th - August 16th, 2026
Acceptance Notification:
September 16th, 2026
Camera Ready:
September 27th, 2026
Registration:
October 04th - November 01st, 2026
Bootcamp:
November 26th, 2026
Paper sessions:
November 27th, 2026

Submission

Submission Information

Microsoft Conference Management Tool (CMT)

LAFusion 2026 will use the Microsoft Conference Management Tool (CMT) for paper submissions and review process. This system ensures a streamlined and professional submission experience for all authors.

Submission system will be available soon

We are currently configuring the CMT system for LAFusion 2026. The submission portal will open according to the important dates listed in the Important Dates section.

Authors will be able to submit their papers through CMT, track their submission status, and receive notifications about the review process.

Detailed submission guidelines and formatting instructions will be available here once the system is fully configured.

Registration

Registration Information

Registration Status

Registration will be available soon

We are currently working on the registration system for LAFusion 2026. Please check back later for more information about registration fees, deadlines, and payment methods.

Registration details will be announced here as soon as they become available.

Location & Venue

Venue

Escola de Guerra Naval Coat of Arms

Escola de Guerra Naval

Address: Pasteur Avenue, 480, Urca, Rio de Janeiro, RJ, Brasil

The Escola de Guerra Naval (Naval War College) is a prestigious military institution located in the historic Urca neighborhood of Rio de Janeiro. This venue provides an excellent environment for academic discussions and professional networking, with modern facilities and a strategic location near some of Rio's most famous landmarks.

The venue is easily accessible by public transportation and offers stunning views of Guanabara Bay and the Sugarloaf Mountain. Participants will have access to state-of-the-art conference rooms, high-speed internet, and comfortable spaces for both formal presentations and informal discussions. The location offers a perfect blend of academic excellence and Rio's vibrant cultural scene.

Location Highlights

  • Historic military institution with modern conference facilities
  • Located in the charming Urca neighborhood
  • Walking distance to beautiful Praia Vermelha (Red Beach)
  • Close to Sugarloaf Mountain and Guanabara Bay
  • Near Shopping Rio Sul, one of Rio's premier shopping centers
  • Excellent dining options including the renowned Churrascaria Fogo de Chão
  • Proximity to the traditional soccer club Botafogo F.R headquarters
  • Easy access to public transportation
  • Surrounded by restaurants and cultural attractions
  • Secure and professional environment

Venue Location

Interactive Map

Address: Pasteur Avenue, 480, Urca, Rio de Janeiro, RJ, Brasil

Location Highlights

Experience the beauty of Rio de Janeiro with its iconic landmarks, stunning beaches, and vibrant culture during your visit to LAFusion 2026.

Contacts

Contact Information

Bootcamp

Bootcamp Information

Status: Not yet available

The LAFusion 2026 Bootcamp is an innovative educational initiative designed to provide hands-on training and practical experience in Information Fusion techniques. This intensive program aims to bridge the gap between theoretical knowledge and real-world applications, offering participants the opportunity to work with cutting-edge tools and methodologies under the guidance of experienced researchers and practitioners.

The bootcamp concept is built around the idea of creating a collaborative learning environment where participants can engage in practical exercises, case studies, and group projects. This approach ensures that attendees not only understand the theoretical foundations but also gain valuable experience in implementing Information Fusion solutions to real-world problems.

Our vision for the bootcamp includes:

  • Interactive workshops on advanced fusion algorithms
  • Hands-on sessions with real datasets
  • Collaborative projects addressing Latin American challenges
  • Networking opportunities with industry experts
  • Access to state-of-the-art software tools

More details about the bootcamp schedule, registration, and curriculum will be announced soon. We encourage interested participants to check back regularly for updates and to prepare for this unique learning experience that combines academic rigor with practical application.

Past Events

Previous LAFusion Workshops

LAFusion 2023

The First Latin American Workshop on Information Fusion, establishing the foundation for information fusion research collaboration in Latin America.

Visit 2023 Website

LAFusion 2024

The Second Latin American Workshop on Information Fusion, expanding the community and showcasing advances in fusion research across Latin American institutions.

Visit 2024 Website

LAFusion 2025

The Third Latin American Workshop on Information Fusion, continuing the tradition of excellence and fostering international collaboration in information fusion research.

Visit 2025 Website