José Manuel Fonseca

Orcid: 0000-0001-7173-7374

Affiliations:
  • New University of Lisbon, Faculty of Sciences and Technology, Department of Electrical Engineering, Centre of Technology and Systems, UNINOVA-CTS, Portugal


According to our database1, José Manuel Fonseca authored at least 65 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Online presence:

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Bibliography

2023
Using Sentinel-2 and Stacking Regressors for Forest Height Estimation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Forest Height Estimation Using Multi-Frequency Sar and a Stacking Regression.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multispectral vs Synthetic Aperture Radar Data for Canopy Height Estimation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021
Collision Avoidance on Unmanned Aerial Vehicles Using Neural Network Pipelines and Flow Clustering Techniques.
Remote. Sens., 2021

Flow Empirical Mode Decomposition.
Proceedings of the Intelligent Systems and Applications, 2021

Fuel Break Vegetation Monitoring with Sentinel-2 NDVI Robust to Phenology and Environmental Conditions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Fuel Break Monitoring with Sentinel-2 Imagery and GEDI Validation.
Proceedings of the Internet of Things. Technology and Applications, 2021

Assessment of Sentinel-2 Spectral Features to Estimate Forest Height with the New GEDI Data.
Proceedings of the Technological Innovation for Applied AI Systems, 2021

2020
Semi-Automatic Methodology for Fire Break Maintenance Operations Detection with Sentinel-2 Imagery and Artificial Neural Network.
Remote. Sens., 2020

FFAU - Framework for Fully Autonomous UAVs.
Remote. Sens., 2020

Combination of Medical Imaging and Demographic Data for Parkinson's Disease Diagnosis.
Proceedings of the Technological Innovation for Life Improvement, 2020

ColANet: A UAV Collision Avoidance Dataset.
Proceedings of the Technological Innovation for Life Improvement, 2020

2019
Static and Dynamic Algorithms for Terrain Classification in UAV Aerial Imagery.
Remote. Sens., 2019

Terrain Classification Using Static and Dynamic Texture Features by UAV Downwash Effect.
J. Autom. Mob. Robotics Intell. Syst., 2019

Terrain Classification Using W-K Filter and 3D Navigation with Static Collision Avoidance.
Proceedings of the Intelligent Systems and Applications, 2019

UAV Downwash-Based Terrain Classification Using Wiener-Khinchin and EMD Filters.
Proceedings of the Technological Innovation for Industry and Service Systems, 2019

Use of Particle Swarm Optimization in Terrain Classification based on UAV Downwash.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Investigating the contribution of distance-based features to automatic sleep stage classification.
Comput. Biol. Medicine, 2018

SCIP: a single-cell image processor toolbox.
Bioinform., 2018

Transfer Learning of Spectrogram Image for Automatic Sleep Stage Classification.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

UAV downwash dynamic texture features for terrain classification on autonomous navigation.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Artificial Intelligence and Algorithms in Intelligent Systems - Advanced Analytics: Moving Forward Artificial Intelligence (AI), Algorithm Intelligent Systems (AIS) and General Impressions from the Field.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

2017
Land Cover Classification from Multispectral Data Using Computational Intelligence Tools: A Comparative Study.
Inf., 2017

Feature Transformation Based on Stacked Sparse Autoencoders for Sleep Stage Classification.
Proceedings of the Technological Innovation for Smart Systems, 2017

2016
Evaluative Study of PSO/Snake Hybrid Algorithm and Gradient Path Labeling for Calculating Solar Differential Rotation.
Trans. Comput. Collect. Intell., 2016

In-Plane Displacement and Strain Image Analysis.
Comput. Aided Civ. Infrastructure Eng., 2016

Generator Platform of Benchmark Time-Lapsed Images Development of Cell Tracking Algorithms: Implementation of New Features Towards a Realistic Simulation of the Cell Spatial and Temporal Organization.
Proceedings of the Simulation and Modeling Methodologies, Technologies and Applications, 2016

An Image Generator Platform to Improve Cell Tracking Algorithms - Simulation of Objects of Various Morphologies, Kinetics and Clustering.
Proceedings of the 6th International Conference on Simulation and Modeling Methodologies, 2016

A Comparison of Feature Ranking and Rank Aggregation Techniques in Automatic Sleep Stage Classification Based on Polysomnographic Signals.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

Automatic EOG and EMG Artifact Removal Method for Sleep Stage Classification.
Proceedings of the Technological Innovation for Cyber-Physical Systems, 2016

2015
Evolutionary analysis of online labs.
Proceedings of the 3rd International Conference on Technological Ecosystems for Enhancing Multiculturality, 2015

Voice pathologies identification speech signals, features and classifiers evaluation.
Proceedings of the Signal Processing: Algorithms, 2015

Continuous Speech Classification Systems for Voice Pathologies Identification.
Proceedings of the Technological Innovation for Cloud-Based Engineering Systems, 2015

A Piezoelectric Device for Measurement and Power Harvesting Applications.
Proceedings of the Technological Innovation for Cloud-Based Engineering Systems, 2015

Soft skills for science and technology students: A pedagogical experience.
Proceedings of the International Conference on Interactive Collaborative Learning, 2015

2014
FIF: A fuzzy information fusion algorithm based on multi-criteria decision making.
Knowl. Based Syst., 2014

Upper Body Joint Angle Measurements for Physical Rehabilitation Using Visual Feedback.
Proceedings of the Physiological Computing Systems, 2014

Data Inconsistency in Sunspot Detection‎.
Proceedings of the Intelligent Systems'2014, 2014

Spectral envelope and periodic component in classification trees for pathological voice diagnostic.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
CellAging: a tool to study segregation and partitioning in division in cell lineages of <i>Escherichia coli</i>.
Bioinform., 2013

A template matching technique for artifacts detection in retinal images.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

A PSO/Snake Hybrid Algorithm for Determining Differential Rotation of Coronal Bright Points.
Proceedings of the IJCCI 2013, 2013

Real-time image recovery using temporal image fusion.
Proceedings of the FUZZ-IEEE 2013, 2013

A network and repository for online laboratory, based on ontology.
Proceedings of the IEEE Global Engineering Education Conference, 2013

2012
Variability and Repeatability Tests of ARMD Assessment Using the AD3RI Tool.
Proceedings of the Technological Innovation for Value Creation, 2012

Euronet lab a cloud based laboratory environment.
Proceedings of the IEEE Global Engineering Education Conference, 2012

2011
Displacement Measurements with ARPS in T-Beams Load Tests.
Proceedings of the Technological Innovation for Sustainability, 2011

Optical character recognition using automatically generated Fuzzy classifiers.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
Assessment of benefit vs. risk of drug therapy: The potential for outcome analysis with flexible models.
Proceedings of the International Joint Conference on Neural Networks, 2010

Advances in Image Processing Techniques for Drusens Detection and Quantification in Fundus Images.
Proceedings of the Emerging Trends in Technological Innovation, 2010

A Clinical Decision Support System for Breast Cancer Patients.
Proceedings of the Emerging Trends in Technological Innovation, 2010

2009
Evaluation of missing data imputation in longitudinal cohort studies in breast cancer survival.
Int. J. Knowl. Eng. Soft Data Paradigms, 2009

Segmentation of Striatal Brain Structures from High Resolution PET Images.
Int. J. Biomed. Imaging, 2009

Stratification Methodologies for Neural Networks Models of Survival.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Different Methodologies for Patient Stratification Using Survival Data.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2009

2008
Stratification of Severity of Illness Indices: A Case Study for Breast Cancer Prognosis.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Missing Data Imputation in Longitudinal Cohort Studies: Application of PLANN-ARD in Breast Cancer Survival.
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2006
AD3R1 a tool for computer - automatic Drusen detection.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

2004
A Fuzzy Multi-Agent Bidding Model.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

1999
Interference Detection in Architectural Databases.
Proceedings of the 20th Annual Conference of the European Association for Computer Graphics, 1999

Multi-criteria Negotiation in Multi-Agent Systems.
Proceedings of the 1st International Workshop of Central and Eastern Europe on Multi-Agent Systems, 1999

1998
User interface for multi-agent systems: A case study.
Proceedings of the Intelligent Systems for Manufacturing: Multi-Agent Systems and Virtual Organizations, Proceedings of the BASYS, 1998

1997
Maciv: A DAI Based Resource Management System.
Appl. Artif. Intell., 1997

Multi-Agent Negotiation Algorithms for Resources Cost Estimation: A Case Study.
Proceedings of the Progress in Artificial Intelligence, 1997

1992
Ship Noise Evaluation Based On Segmented Decision Trees.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992


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