Accurate prediction of international trade flows : leveraging knowledge graphs and their embeddingsRincon-Yanez, Diego; Ounoughi, Chahinez; Sellami, Bassem; Kalvet, Tarmo; Tiits, Marek; Senatore, Sabrina; Ben Yahia, SadokJournal of King Saud University - computer and information sciences2023 / art. 101789, 11 p https://doi.org/10.1016/j.jksuci.2023.101789

Data fusion for ITS : a systematic literature reviewOunoughi, Chahinez; Ben Yahia, SadokInformation Fusion2023 / p. 267-291 https://doi.org/10.1016/j.inffus.2022.08.016

Doktoritöö pakkus välja nutilahenduse lärmakate ummikute vastunovaator.err.ee2024 Doktoritöö pakkus välja nutilahenduse lärmakate ummikute vastu https://digikogu.taltech.ee/et/Item/9eeeebb0-87bf-4171-bc94-0a0dcf74e9fb

EcoLight : Eco-friendly traffic signal control driven by urban noise predictionOunoughi, Chahinez; Touibi, Ghofrane; Ben Yahia, SadokDatabase and Expert Systems Applications : 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022 : proceedings, Part I2022 / p. 205–219 https://doi.org/10.1007/978-3-031-12423-5_16 Conference Proceedings at Scopus Article at Scopus Conference Proceedings at WOS Article at WOS

EcoLight+ : a novel multi-modal data fusion for enhanced eco-friendly traffic signal control driven by urban traffic noise predictionOunoughi, Chahinez; Ounoughi, Doua; Ben Yahia, SadokKnowledge and information systems2023 / p. 5309–5329 https://doi.org/10.1007/s10115-023-01938-y

Expect : eXplainable prediction model for energy consumpTionMouakher, Amira; Inoubli, Wissem; Ounoughi, Chahinez; Ko, AndreaMathematics2022 / art. 248 https://doi.org/10.3390/math10020248 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Pattern based software architecture for predictive maintenanceTorim, Ants; Liiv, Innar; Ounoughi, Chahinez; Ben Yahia, SadokNordic Artificial Intelligence Research and Development : 4th Symposium of the Norwegian AI Society, NAIS 2022, Oslo, Norway, May 31 - June 1, 2022 : revised selected papers2022 / p. 26-38 https://doi.org/10.1007/978-3-031-17030-0_3 Conference proceedings at Scopus Article at Scopus

Relatedness and Product Complexity Meet Gravity Models of International TradeTiits, Marek; Kalvet, Tarmo; Ounoughi, Chahinez; Ben Yahia, SadokJournal of open innovation: technology, market, and complexity2024 / art. 100288 https://doi.org/10.1016/j.joitmc.2024.100288

A scalable knowledge graph embedding model for next point-of-interest recommendation in Tallinn cityOunoughi, Chahinez; Mouakher, Amira; Sherzad, Muhammad Ibraheem; Ben Yahia, SadokResearch Challenges in Information Science : 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11–14, 2021 : proceedings2021 / p. 435–451 https://doi.org/10.1007/978-3-030-75018-3_29 Conference Proceedings at Scopus Article at Scopus Article at WOS

Sequence to sequence hybrid Bi-LSTM model for traffic speed predictionOunoughi, Chahinez; Ben Yahia, SadokExpert systems with applications2024 / art. 121325 https://doi.org/10.1016/j.eswa.2023.121325

ZED-TTE: Zone embedding and deep neural network based travel time estimation approachOunoughi, Chahinez; Yeferny, Taoufik; Ben Yahia, Sadok2021 International Joint Conference on Neural Networks (IJCNN) : proceedings2021 / 10 p https://doi.org/10.1109/IJCNN52387.2021.9533456 Conference Proceedings at Scopus Article at Scopus Article at WOS

Urban traffic : data fusion and vehicle flow prediction in smart cities = Linnaliiklus : andmete ühtesulamine ja sõidukite voo prognoosimine nutikates linnadesOunoughi, Chahinez2024 https://digikogu.taltech.ee/et/Item/9eeeebb0-87bf-4171-bc94-0a0dcf74e9fb https://doi.org/10.23658/taltech.8/2024

Умное управление светофорами может снизить шум и уменьшить пробкиHarrik, Airikarus.err.ee2024 Умное управление светофорами может снизить шум и уменьшить пробки https://digikogu.taltech.ee/et/Item/9eeeebb0-87bf-4171-bc94-0a0dcf74e9fb