Gonçalo Marques

5.7k total citations · 1 hit paper
112 papers, 3.3k citations indexed

About

Gonçalo Marques is a scholar working on Environmental Engineering, Health, Toxicology and Mutagenesis and Computer Vision and Pattern Recognition. According to data from OpenAlex, Gonçalo Marques has authored 112 papers receiving a total of 3.3k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Environmental Engineering, 27 papers in Health, Toxicology and Mutagenesis and 25 papers in Computer Vision and Pattern Recognition. Recurrent topics in Gonçalo Marques's work include Air Quality Monitoring and Forecasting (40 papers), Air Quality and Health Impacts (26 papers) and Context-Aware Activity Recognition Systems (14 papers). Gonçalo Marques is often cited by papers focused on Air Quality Monitoring and Forecasting (40 papers), Air Quality and Health Impacts (26 papers) and Context-Aware Activity Recognition Systems (14 papers). Gonçalo Marques collaborates with scholars based in Portugal, Spain and India. Gonçalo Marques's co-authors include Rui Pitarma, Isabel de la Torre Díez, Maitreyee Dutta, Jagriti Saini, Deevyankar Agarwal, Adewale George Adeniyi, Joshua O. Ighalo, Nuno M. García, Cristina Ferreira and Ivan Miguel Pires and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Sensors.

In The Last Decade

Gonçalo Marques

109 papers receiving 3.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network

2020 280 citations Gonçalo Marques, Isabel de la Torre Díez et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gonçalo Marques Portugal	32	975	572	393	377	348	112	3.3k
Burçin Becerik-Gerber United States	52	1.8k 1.8×	582 1.0×	206 0.5×	1.3k 3.3×	216 0.6×	182	9.9k
Jeong Tai Kim South Korea	38	1.6k 1.6×	857 1.5×	226 0.6×	317 0.8×	219 0.6×	172	4.7k
Lin Zhang China	28	445 0.5×	584 1.0×	267 0.7×	377 1.0×	249 0.7×	168	2.7k
Fouzi Harrou Saudi Arabia	43	462 0.5×	142 0.2×	1.7k 4.3×	1.1k 3.0×	344 1.0×	204	5.3k
Jiayu Chen China	43	809 0.8×	293 0.5×	185 0.5×	1.4k 3.8×	318 0.9×	267	6.3k
Yuan Zhou China	24	205 0.2×	144 0.3×	243 0.6×	209 0.6×	320 0.9×	102	2.4k
Jane W. Z. Lu China	38	1.8k 1.8×	1.2k 2.2×	326 0.8×	449 1.2×	243 0.7×	293	5.6k
Zhe Wang China	43	2.0k 2.1×	480 0.8×	309 0.8×	1.6k 4.3×	94 0.3×	207	6.4k
Dong‐Eun Lee South Korea	39	305 0.3×	104 0.2×	222 0.6×	648 1.7×	380 1.1×	366	5.5k
John Kaiser Calautit United Kingdom	50	3.4k 3.5×	665 1.2×	148 0.4×	728 1.9×	394 1.1×	238	8.5k

Countries citing papers authored by Gonçalo Marques

Since Specialization

Citations

This map shows the geographic impact of Gonçalo Marques's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gonçalo Marques with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gonçalo Marques more than expected).

Fields of papers citing papers by Gonçalo Marques

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gonçalo Marques. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gonçalo Marques. The network helps show where Gonçalo Marques may publish in the future.

Co-authorship network of co-authors of Gonçalo Marques

This figure shows the co-authorship network connecting the top 25 collaborators of Gonçalo Marques. A scholar is included among the top collaborators of Gonçalo Marques based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gonçalo Marques. Gonçalo Marques is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Gabriel, Marta Fonseca, Gonçalo Marques, Fátima Felgueiras, et al.. (2024). Implementation of an IoT architecture for promoting healthy air quality in 84 homes of families with children. Building and Environment. 266. 112040–112040. 3 indexed citations

Marques, Gonçalo, et al.. (2024). Low-cost IoT-enabled indoor air quality monitoring systems: A systematic review. Journal of Ambient Intelligence and Smart Environments. 16(2). 167–180. 4 indexed citations

Cazella, Sílvio César, et al.. (2022). Occupational Stress Monitoring Using Biomarkers and Smartwatches: A Systematic Review. Sensors. 22(17). 6633–6633. 23 indexed citations

Ródenas, Milagros, Andrea Spinazzè, P.T.B.S. Branco, et al.. (2022). Review of low-cost sensors for indoor air quality: Features and applications. Applied Spectroscopy Reviews. 57(9-10). 747–779. 69 indexed citations

Drissi, Nidal, Sofía Ouhbi, Mohamed Adel Serhani, Gonçalo Marques, & Isabel de la Torre Díez. (2022). Connected Mental Health Solutions: Global Attitudes, Preferences, and Concerns. Telemedicine Journal and e-Health. 29(3). 315–330. 2 indexed citations

Marques, Gonçalo, et al.. (2022). An ensemble-based approach for automated medical diagnosis of malaria using EfficientNet. Multimedia Tools and Applications. 81(19). 28061–28078. 25 indexed citations

Marques, Gonçalo, et al.. (2021). Internet of Things for Enhanced Food Safety and Quality Assurance: A Literature Review. Lecture notes in electrical engineering. 653–663. 13 indexed citations

Vale, Alberto, et al.. (2021). Radiological Scouting, Monitoring and Inspection Using Drones. Sensors. 21(9). 3143–3143. 24 indexed citations

Saini, Jagriti, Maitreyee Dutta, & Gonçalo Marques. (2021). Sensors for indoor air quality monitoring and assessment through Internet of Things: a systematic review. Environmental Monitoring and Assessment. 193(2). 66–66. 65 indexed citations

10.

Ighalo, Joshua O., Adewale George Adeniyi, & Gonçalo Marques. (2020). Application of linear regression algorithm and stochastic gradient descent in a machine‐learning environment for predicting biomass higher heating value. Biofuels Bioproducts and Biorefining. 14(6). 1286–1295. 52 indexed citations

11.

Marques, Gonçalo, et al.. (2020). Predicting Absenteeism and Temporary Disability Using Machine Learning: a Systematic Review and Analysis. Journal of Medical Systems. 44(9). 162–162. 25 indexed citations

12.

Mutlag, Ammar Awad, Mohd Khanapi Abd Ghani, Mazin Abed Mohammed, et al.. (2020). MAFC: Multi-Agent Fog Computing Model for Healthcare Critical Tasks Management. Sensors. 20(7). 1853–1853. 78 indexed citations

13.

Ighalo, Joshua O., Adewale George Adeniyi, & Gonçalo Marques. (2020). Application of artificial neural networks in predicting biomass higher heating value: an early appraisal. Energy Sources Part A Recovery Utilization and Environmental Effects. 46(1). 15117–15124. 23 indexed citations

14.

Ighalo, Joshua O., Adewale George Adeniyi, & Gonçalo Marques. (2020). Artificial intelligence for surface water quality monitoring and assessment: a systematic literature analysis. Modeling Earth Systems and Environment. 7(2). 669–681. 91 indexed citations

15.

Adeniyi, Adewale George, Joshua O. Ighalo, & Gonçalo Marques. (2020). Utilisation of machine learning algorithms for the prediction of syngas composition from biomass bio-oil steam reforming. International Journal of Sustainable Energy. 40(4). 310–325. 30 indexed citations

16.

Marques, Gonçalo, et al.. (2020). Suicide Risk Assessment Using Machine Learning and Social Networks: a Scoping Review. Journal of Medical Systems. 44(12). 205–205. 66 indexed citations

17.

Marques, Gonçalo, et al.. (2020). An Experience of Electronic Health Records Implementation in a Mexican Region. Journal of Medical Systems. 44(6). 106–106. 3 indexed citations

18.

Drissi, Nidal, Sofía Ouhbi, Gonçalo Marques, et al.. (2020). A Systematic Literature Review on e-Mental Health Solutions to Assist Health Care Workers During COVID-19. Telemedicine Journal and e-Health. 27(6). 594–602. 65 indexed citations

19.

Marques, Gonçalo, Nidal Drissi, Isabel de la Torre Díez, Beatriz Sainz de Abajo, & Sofía Ouhbi. (2020). Impact of COVID-19 on the psychological health of university students in Spain and their attitudes toward Mobile mental health solutions. International Journal of Medical Informatics. 147. 104369–104369. 47 indexed citations

20.

Marques, Gonçalo & Rui Pitarma. (2020). Particulate Matter Monitoring and Assessment through Internet of Things: a Health Information System for Enhanced Living Environments. Journal of Medical Systems. 44(12). 207–207. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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