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ORCIDDarwin Quezada-Gaibor
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Books and Theses
- 2023
[b1]Darwin Quezada-Gaibor:
Cloud-based Indoor Positioning Platform for Context-adaptivity in GNSS-denied Scenarios. University of Tampere, Finland, 2023
Journal Articles
- 2024
- [j5]Roman Klus
, Jukka Talvitie, Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Sven Casteleyn, Danijela Cabric, Mikko Valkama:
C2R: A Novel ANN Architecture for Boosting Indoor Positioning With Scarce Data. IEEE Internet Things J. 11(20): 32868-32882 (2024) - 2023
- [j4]Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Jari Nurmi, Yevgeni Koucheryavy, Elena Simona Lohan, Joaquín Huerta:
Scalable and Efficient Clustering for Fingerprint-Based Positioning. IEEE Internet Things J. 10(4): 3484-3499 (2023) - 2022
- [j3]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Cloud Platforms for Context-Adaptive Positioning and Localisation in GNSS-Denied Scenarios - A Systematic Review. Sensors 22(1): 110 (2022) - 2021
- [j2]Aleksandr Ometov, Viktoriia Shubina, Lucie Klus, Justyna Skibinska, Salwa Saafi, Pavel Pascacio, Laura Flueratoru, Darwin Quezada-Gaibor, Nadezhda Chukhno, Olga Chukhno, Asad Ali, Asma Channa, Ekaterina Svertoka, Waleed Bin Qaim, Raul Casanova Marques, Sylvia Holcer, Joaquín Torres-Sospedra, Sven Casteleyn, Giuseppe Ruggeri, Giuseppe Araniti, Radim Burget, Jiri Hosek, Elena Simona Lohan:
A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges. Comput. Networks 193: 108074 (2021) - [j1]Francesco Furfari, Antonino Crivello, Paolo Baronti, Paolo Barsocchi, Michele Girolami, Filippo Palumbo, Darwin Quezada-Gaibor, Germán M. Mendoza-Silva, Joaquín Torres-Sospedra:
Discovering location based services: A unified approach for heterogeneous indoor localization systems. Internet Things 13: 100334 (2021)
Conference and Workshop Papers
- 2023
- [c11]Joaquín Torres-Sospedra, Cristiano G. Pendão, Ivo Silva, Filipe Meneses, Darwin Quezada-Gaibor, Raúl Montoliu, Antonino Crivello, Paolo Barsocchi, Antoni Pérez-Navarro, Adriano J. C. Moreira:
Let's Talk about k-NN for Indoor Positioning: Myths and Facts in RF-based Fingerprinting. IPIN 2023: 1-6 - 2022
- [c10]Lucie Klus, Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Elena Simona Lohan, Carlos Granell, Jari Nurmi:
Towards Accelerated Localization Performance Across Indoor Positioning Datasets. ICL-GNSS 2022: 1-7 - [c9]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification. ICL-GNSS 2022: 1-6 - [c8]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning. IPIN 2022: 1-8 - [c7]Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Carlos Granell, Joaquín Huerta:
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets. MDM 2022: 349-354 - 2021
- [c6]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Lightweight Wi-Fi Fingerprinting with a Novel RSS Clustering Algorithm. IPIN 2021: 1-8 - [c5]Joaquín Torres-Sospedra, Ivo Silva, Lucie Klus, Darwin Quezada-Gaibor, Antonino Crivello, Paolo Barsocchi, Cristiano G. Pendão, Elena Simona Lohan, Jari Nurmi, Adriano J. C. Moreira:
Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets. IPIN 2021: 1-8 - [c4]Joaquín Torres-Sospedra, Fernando J. Aranda, Fernando J. Álvarez, Darwin Quezada-Gaibor, Ivo Silva, Cristiano G. Pendão, Adriano J. C. Moreira:
Ensembling Multiple Radio Maps with Dynamic Noise in Fingerprint-based Indoor Positioning. VTC Spring 2021: 1-5 - 2020
- [c3]Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Germán M. Mendoza-Silva, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting. ICL-GNSS 2020: 1-6 - [c2]Lucie Klus, Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Elena Simona Lohan, Carlos Granell, Jari Nurmi:
RSS Fingerprinting Dataset Size Reduction Using Feature-Wise Adaptive k-Means Clustering. ICUMT 2020: 195-200 - [c1]Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Joaquín Huerta:
Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices. ICUMT 2020: 208-213
Data and Artifacts
- 2020
- [d1]Joaquín Torres-Sospedra, Darwin Quezada-Gaibor, Germán M. Mendoza-Silva, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Supplementary Materials for 'New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting'. Zenodo, 2020
Informal and Other Publications
- 2022
- [i4]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
Lightweight Hybrid CNN-ELM Model for Multi-building and Multi-floor Classification. CoRR abs/2204.10418 (2022) - [i3]Darwin Quezada-Gaibor, Lucie Klus, Joaquín Torres-Sospedra, Elena Simona Lohan, Jari Nurmi, Carlos Granell, Joaquín Huerta:
Data Cleansing for Indoor Positioning Wi-Fi Fingerprinting Datasets. CoRR abs/2205.02096 (2022) - [i2]Darwin Quezada-Gaibor, Joaquín Torres-Sospedra, Jari Nurmi, Yevgeni Koucheryavy, Joaquín Huerta:
SURIMI: Supervised Radio Map Augmentation with Deep Learning and a Generative Adversarial Network for Fingerprint-based Indoor Positioning. CoRR abs/2207.06120 (2022) - 2021
- [i1]Joaquín Torres-Sospedra, Ivo Silva, Lucie Klus, Darwin Quezada-Gaibor, Antonino Crivello, Paolo Barsocchi, Cristiano G. Pendão, Elena Simona Lohan, Jari Nurmi, Adriano J. C. Moreira:
Towards Ubiquitous Indoor Positioning: Comparing Systems across Heterogeneous Datasets. CoRR abs/2109.09436 (2021)
Coauthor Index
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