Ana de Almeida

Orcid: 0000-0001-9519-4634

Affiliations:
  • Instituto Universitário de Lisboa, Lisbon, Portugal
  • University of Coimbra, Center for Informatics and Systems, Portugal


According to our database1, Ana de Almeida authored at least 40 papers between 1998 and 2024.

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

Timeline

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Bibliography

2024
Memory-efficient DRASiW Models.
Neurocomputing, 2024

Explainable Artificial Intelligence (XAI): A Systematic Literature Review on Taxonomies and Applications in Finance.
IEEE Access, 2024

2023
Diachronic profile of startup companies through social media.
Soc. Netw. Anal. Min., December, 2023

Unlocking the power of Twitter communities for startups.
Appl. Netw. Sci., December, 2023

Efficient Knowledge Aggregation Methods for Weightless Neural Networks.
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

Improving Android Application Quality Through Extendable, Automated Security Testing.
Proceedings of the Emerging Trends in Cybersecurity Applications, 2023

2022
Automated Android Malware Detection Using User Feedback.
Sensors, 2022

2021

2020
Mobile Pervasive Augmented Reality Systems - MPARS: The Role of User Preferences in the Perceived Quality of Experience in Outdoor Applications.
ACM Trans. Internet Techn., 2020

Automated security testing of Android applications for secure mobile development.
Proceedings of the 13th IEEE International Conference on Software Testing, 2020

2019
An Automated Machine Learning Based Decision Support System to Predict Hotel Booking Cancellations.
Data Sci. J., 2019

Overview of machine learning methods for Android malware identification.
Proceedings of the 7th International Symposium on Digital Forensics and Security, 2019

Activity recognition in outdoor sports environments: smart data for end-users involving mobile pervasive augmented reality systems.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

2018
Hotel online reviews: different languages, different opinions.
J. Inf. Technol. Tour., 2018

Alternative shaper: a model for automatic design generation.
Formal Aspects Comput., 2018

Shaper-GA: automatic shape generation for modular house design.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
New genetic algorithm approach for the min-degree constrained minimum spanning tree.
Eur. J. Oper. Res., 2017

Adapting Speech Recognition in Augmented Reality for Mobile Devices in Outdoor Environments.
Proceedings of the 6th Symposium on Languages, Applications and Technologies, 2017

Design of an artificial neural network and feature extraction to identify arrhythmias from ECG.
Proceedings of the 2017 IEEE International Symposium on Medical Measurements and Applications, 2017

Predicting Hotel Bookings Cancellation with a Machine Learning Classification Model.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
A genetic algorithm application for automatic layout design of modular residential homes.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015
Analysis of trends in seasonal electrical energy consumption via non-negative tensor factorization.
Neurocomputing, 2015

Non-negative matrix factorization using posrank-based approximation decompositions.
Proceedings of the IEEE EUROCON 2015, 2015

2014
Electrical Signal Source Separation Via Nonnegative Tensor Factorization Using On Site Measurements in a Smart Home.
IEEE Trans. Instrum. Meas., 2014

Exploring the performance of non-negative multi-way factorization for household electrical seasonal consumption disaggregation.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
On the Regularization Parameter Selection for Sparse Code Learning in Electrical Source Separation.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013

2012
Min-degree constrained minimum spanning tree problem: complexity, properties, and formulations.
Int. Trans. Oper. Res., 2012

Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems.
Neurocomputing, 2012

2011
Wavelet Decomposition and Singular Spectrum Analysis for electrical signal denoising.
Proceedings of the IEEE International Conference on Systems, 2011

Smart home: A novel model for denoising an electrical signal.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Non-intrusive Residential Electrical Consumption Traces.
Proceedings of the Ambient Intelligence - Software and Applications, 2011

An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

About Nonnegative Matrix Factorization: On the <i>posrank</i> Approximation.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011

2010
md-MST is NP-hard for d>=3.
Electron. Notes Discret. Math., 2010

A particular approach for the Three-dimensional Packing Problem with additional constraints.
Comput. Oper. Res., 2010

Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010

2009
Experiential Learning in Science: Getting the Laboratory Inside the Classroom Using the Web.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

2008
Mathematics and programming: some studies.
Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing, 2008

2003
Trees, slices, and wheels: On the floorplan area minimization problem.
Networks, 2003

1998
Optimal cutting directions and rectangle orientation algorithm.
Eur. J. Oper. Res., 1998


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