Paula Lago

Work

Concordia University
|

Assistant Professor

Canada

→

Kyushu Institute of Technology
|

Postdoctoral Researcher

Japan

→

Universidad de Los Andes
|

Summer School Lecturer

Colombia

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Universidad de Los Andes
|

Asistente Doctoral de Docencia

Colombia

→

Education

Universidad de los Andes
Colombia

→

Doctor in Engineering

Publications

WIMUSim: simulating realistic variabilities in wearable IMUs for human activity recognition

Published by

Frontiers in Computer Science

Summary

journal-article

In Shift and In Variance: Assessing the Robustness of HAR Deep Learning Models Against Variability

Published by

Sensors

Summary

journal-article

Going beyond LCA for CPS : the fall detection use case

Summary

conference-paper

SIMUAug

Published by

Activity, Behavior, and Healthcare Computing

Summary

book-chapter

Let's Get Psychophysiological! A Hands-On Wearables Laboratory Experience with Recording, Processing, and Interpreting Electrophysiology Signals

Summary

conference-paper

Daily Routine Recognition from Longitudinal, Real-Life Wearable Sensor Data for the Elderly

Summary

conference-paper

Summary of SHL Challenge 2024: Motion Sensor-based Locomotion and Transportation Mode Recognition in Missing Data Scenarios

Summary

conference-paper

12th International Workshop on Human Activity Sensing Corpus and Applications (HASCA)

Summary

conference-paper

11th International Workshop on Human Activity Sensing Corpus and Applications (HASCA)

Summary

conference-paper

Investigating the Effect of Orientation Variability in Deep Learning-based Human Activity Recognition

Summary

conference-paper

Summary of SHL Challenge 2023: Recognizing Locomotion and Transportation Mode from GPS and Motion Sensors

Summary

conference-paper

Improving Noise Robustness of Single Sensor Data in Human Activity Recognition With UMAP and Additional Data

Summary

conference-paper

Hierarchical Feature Recovery for Robust Human Activity Recognition in Body Sensor Networks

Summary

conference-paper

Bento Packaging Activity Recognition Challenge

Published by

IEEE DataPort

Summary

data-set

Genetic and Bioinformatic Strategies to Improve Diagnosis in Three Inherited Bleeding Disorders in Bogotá, Colombia

Published by

Genes

Summary

journal-article

Genetic and Bioinformatic Strategies to Improve Diagnosis in Three Inherited Bleeding Disorders in Bogotá, Colombia

Published by

Genes

Summary

journal-article

Using additional training sensors to improve single-sensor complex activity recognition

Published by

2021 International Symposium on Wearable Computers

Summary

conference-paper

Cooking activity dataset with macro and micro activities

Published by

IEEE DataPort

Summary

data-set

Nurse Care Activities Datasets: In laboratory and in real field

Published by

IEEE DataPort

Summary

data-set

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019

Published by

UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers

Summary

conference-paper

7th international workshop on human Activity Sensing Corpus and Applications (HASCA)

Published by

UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers

Summary

conference-paper

Nurse care activity recognition challenge: Summary and results

Published by

UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers

Summary

conference-paper

Nurse care activity recognition challenge

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

other

ContextAct @ A4H Dataset

Published by

Mendeley

Summary

data-set

Characterizing Word Embeddings for Zero-Shot Sensor-Based Human Activity Recognition

Published by

Sensors

Summary

journal-article

Characterizing Word Embeddings for Zero-Shot Sensor-Based Human Activity Recognition

Published by

Sensors

Summary

journal-article

Characterizing word embeddings for zero-shot sensor-based human activity recognition

Published by

Sensors (Switzerland)

Summary

journal-article

Integrating Activity Recognition and Nursing Care Records

Published by

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Summary

journal-article

Comparing feature learning methods for human activity recognition: Performance study in new user scenario

Published by

2019 Joint 8th International Conference on Informatics, Electronics and Vision, ICIEV 2019 and 3rd International Conference on Imaging, Vision and Pattern Recognition, icIVPR 2019 with International Conference on Activity and Behavior Computing, ABC 2019

Summary

conference-paper

Comparing Feature Learning Methods for Human Activity Recognition: Performance study in new user scenario

Published by

2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR)

Summary

conference-paper

Learning and managing context enriched behavior patterns in smart homes

Published by

Future Generation Computer Systems

Summary

journal-article

Learning and managing context enriched behavior patterns in smart homes

Published by

Future Generation Computer Systems

Summary

journal-article

MEASURed: Evaluating Sensor-Based Activity Recognition Scenarios by Simulating Accelerometer Measures from Motion Capture

Published by

Human Activity Sensing

Summary

book-chapter

Reduction of marker-body matching work in activity recognition using motion capture

Published by

UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers

Summary

conference-paper

7th international workshop on human activity sensing corpus and applications (HASCA)

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Nurse care activity recognition challenge

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Reduction of marker-body matching work in activity recognition using motion capture

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Reduction of marker-body matching work in activity recognition using motion capture

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Nurse care activity recognition challenge

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Reduction of marker-body matching work in activity recognition using motion capture

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

conference-paper

Summary of the Sussex-Huawei locomotion-transportation recognition challenge 2019

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

other

7th international workshop on human activity sensing corpus and applications (HASCA)

Published by

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19

Summary

other

Poster: Improving sensor-based activity recognition using motion capture as additional information

Published by

UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers

Summary

conference-paper

A Hybrid Model Using Hidden Markov Chain and Logic Model for Daily Living Activity Recognition

Summary

conference-paper

6th international workshop on human Activity Sensing Corpus and Applications (HASCA)

Published by

UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers

Summary

conference-paper

A multi-sensor setting activity recognition simulation tool

Published by

UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers

Summary

conference-paper

Improving Sensor-based Activity Recognition Using Motion Capture as Additional Information

Published by

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18

Summary

conference-poster

A Multi-Sensor Setting Activity Recognition Simulation Tool

Published by

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18

Summary

conference-paper

A Multi-Sensor Setting Activity Recognition Simulation Tool

Published by

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18

Summary

conference-paper

A Multi-Sensor Setting Activity Recognition Simulation Tool

Published by

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18

Summary

conference-paper

A Multi-Sensor Setting Activity Recognition Simulation Tool

Published by

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18

Summary

conference-paper

The contextact@A4H real-life dataset of daily-living activities activity recognition using model checking

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Contextualized behavior patterns for change reasoning in Ambient Assisted Living: A formal model

Published by

Expert Systems

Summary

journal-article

Contextualized behavior patterns for change reasoning in Ambient Assisted Living: A formal model

Published by

Expert Systems

Summary

journal-article

Representing and Learning Human Behavior Patterns with Contextual Variability

Published by

Database and Expert Systems Applications

Summary

conference-paper

Representing and learning human behavior patterns with contextual variability

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

The ContextAct@A4H Real-Life Dataset of Daily-Living Activities

Published by

Modeling and Using Context

Summary

conference-paper

Contextualized behavior patterns for ambient assisted living

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Hybrid model rating prediction with linked open data for recommender systems

Published by

Communications in Computer and Information Science

Summary

book

An affective inference model based on facial expression analysis

Published by

IEEE Latin America Transactions

Summary

journal-article

Context enriched patterns of behavior for delivering notifications in ambient-assisted living

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

A Case Study on the Analysis of Behavior Patterns and Pattern Changes in Smart Environments

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

An affective inference model based on facial expression analysis

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

An affective inference model based on facial expression analysis

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Mental health information web search and semantic search extension

Published by

2011 6th Colombian Computing Congress, CCC 2011

Summary

conference-paper