22 documents found, page 1 of 3
How Information Technology Governance Influences Organizational Agility
Elazhary, Moustafa; Popovič, Aleš; Bermejo, Paulo Henrique De Souza; Oliveira, TiagoElazhary, M., Popovič, A., Bermejo, P. H. D. S., & Oliveira, T. (2023). How Information Technology Governance Influences Organizational Agility: The Role of Market Turbulence. Information Systems Management, 40(2), 148–168. https://doi.org/10.1080/10580530.2022.2055813 ---%ABS2%; We used a novel approach by extending the resource-based view with the dynamic capabilities view to capture the relationship between ...
A Systematic Synthesis of Critical Success Factors for Cybersecurity
Yeoh, William; Wang, Shan; Popovič, Aleš; Chowdhury, Noman H.Yeoh, W., Wang, S., Popovič, A., & Chowdhury, N. H. (2022). A Systematic Synthesis of Critical Success Factors for Cybersecurity. Computers and Security, 118(July), 1-17. [102724]. https://doi.org/10.1016/j.cose.2022.102724 ----The authors acknowledge the financial support from the Slovenian Research Agency (research core funding no. P5-0410).; Extant studies suggest that cybersecurity is critical and among the...
Competitive intelligence
Madureira, Luís; Popovič, Aleš; Castelli, MauroMadureira, L., Popovič, A., & Castelli, M. (2021). Competitive intelligence: A unified view and modular definition. Technological Forecasting and Social Change, 173, 1-17. [121086]. https://doi.org/10.1016/j.techfore.2021.121086 ---%ABS3%; The study aimed to identify the core defining dimensions and descriptors of Competitive Intelligence (CI) to provide a unified view and approach. The authors used a mixed-met...
Generative adversarial networks for generating synthetic features for Wi-Fi sig...
Castelli, Mauro; Manzoni, Luca; Espindola, Tatiane; Popovič, Aleš; De Lorenzo, AndreaCastelli, M., Manzoni, L., Espindola, T., Popovič, A., & De Lorenzo, A. (2021). Generative adversarial networks for generating synthetic features for Wi-Fi signal quality. PLoS ONE, 16(11), 1-30. [e0260308]. https://doi.org/10.1371/journal.pone.0260308; Wireless networks are among the fundamental technologies used to connect people. Considering the constant advancements in the field, telecommunication operators...
Time series clustering of online gambling activities for addicted users’ detection
Peres, Fernando; Fallacara, Enrico; Manzoni, Luca; Castelli, Mauro; Popovič, Aleš; Rodrigues, Miguel; Estevens, PedroPeres, F., Fallacara, E., Manzoni, L., Castelli, M., Popovič, A., Rodrigues, M., & Estevens, P. (2021). Time series clustering of online gambling activities for addicted users’ detection. Applied Sciences (Switzerland), 11(5), [2397]. https://doi.org/10.3390/app11052397; Ever since the worldwide demand for gambling services started to spread, its expansion has continued steadily. To wit, online gambling is a ma...
Comparing stacking ensemble techniques to improve musculoskeletal fracture imag...
Kandel, Ibrahem; Castelli, Mauro; Popovič, AlešKandel, I., Castelli, M., & Popovič, A. (2021). Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification. Journal of Imaging, 7(6), 1-24. [100]. https://doi.org/10.3390/JIMAGING7060100; Bone fractures are among the main reasons for emergency room admittance and require a rapid response from doctors. Bone fractures can be severe and can lead to permanent disability if not t...
Musculoskeletal images classification for detection of fractures using transfer...
Kandel, Ibrahem; Castelli, Mauro; Popovič, AlešKandel, I., Castelli, M., & Popovič, A. (2020). Musculoskeletal images classification for detection of fractures using transfer learning. Journal of Imaging, 6(11), 1-14. [127]. https://doi.org/10.3390/jimaging6110127; The classification of the musculoskeletal images can be very challenging, mostly when it is being done in the emergency room, where a decision must be made rapidly. The computer vision domain has...
Forecasting electricity prices
Castelli, Mauro; Groznik, Aleš; Popovič, AlešCastelli, M., Groznik, A., & Popovič, A. (2020). Forecasting electricity prices: A machine learning approach. Algorithms, 13(5), 1-16. [119]. https://doi.org/10.3390/A13050119; The electricity market is a complex, evolutionary, and dynamic environment. Forecasting electricity prices is an important issue for all electricity market participants. In this study, we shed light on how to improve electricity price fo...
A Machine Learning Approach to Predict Air Quality in California
Castelli, Mauro; Clemente, Fabiana Martins; Popovič, Aleš; Silva, Sara; Vanneschi, LeonardoCastelli, M., Clemente, F. M., Popovič, A., Silva, S., & Vanneschi, L. (2020). A Machine Learning Approach to Predict Air Quality in California. Complexity, 2020, 1-23. [8049504]. https://doi.org/10.1155/2020/8049504; Predicting air quality is a complex task due to the dynamic nature, volatility, and high variability in time and space of pollutants and particulates. At the same time, being able to model, predic...
Comparative Study of First Order Optimizers for Image Classification Using Conv...
Kandel, Ibrahem; Castelli, Mauro; Popovič, AlešKandel, I., Castelli, M., & Popovič, A. (2020). Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images. Journal of Imaging, 6(9), 1-17. [0092]. https://doi.org/10.3390/JIMAGING6090092; The classification of histopathology images requires an experienced physician with years of experience to classify the histopathology images accurately. I...