Lobna Nassar

According to our database, Lobna Nassar authored at least 30 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Enhanced Deep Learning Satellite-based Model for Yield Forecasting and Quality Assurance Using Metamorphic Testing.

Islam Nasr, Lobna Nassar, Fakhri Karray, Mohamed Bin Zayed

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images.

Islam Nasr, Lobna Nassar, Fakhri Karray

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning.

Youssef Abdelkareem, Islam Nasr, Lobna Nassar, Fakhri Karray

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Transfer Learning Framework for Forecasting Fresh Produce Yield and Price.

Islam Nasr, Lobna Nassar, Fakhri Karray

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain.

Fatemeh Jafari, Lobna Nassar, Fakhri Karray

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images.

Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting.

Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Deep Learning Approach for Forecasting Apple Yield using Soil Parameters.

Mohita Chaudhary, Lobna Nassar, Fakhri Karray

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Versatile Deep Learning Based Application for Time Series Imputation.

Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet

Proceedings of the International Joint Conference on Neural Networks, 2021

Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting.

Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray

Proceedings of the International Joint Conference on Neural Networks, 2021

Transfer Learning Application for Berries Yield Forecasting using Deep Learning.

Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray

Proceedings of the International Joint Conference on Neural Networks, 2021

Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters.

Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning.

Muhammad Saad, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Deep Learning Ensemble Based Model for Time Series Forecasting Across Multiple Applications.

Ifeanyi Emmanuel Okwuchi, Lobna Nassar, Fakhri Karray, Kumaraswamy Ponnambalam

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning.

Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Machine Learning Tools for the Prediction of Fresh Produce Procurement Price.

Fatemeh Jafari, Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray, Lobna Nassar

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning.

Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Deep Learning Based Approach for Fresh Produce Market Price Prediction.

Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Overview of the crowdsourcing process.

Lobna Nassar, Fakhri Karray

Knowl. Inf. Syst., 2019

2016

Recent Advances on Context-Awareness and Data/Information Fusion in ITS.

Farook Sattar, Fakhri Karray, Mohamed Kamel, Lobna Nassar, Keyvan Golestan

Int. J. Intell. Transp. Syst. Res., 2016

VANET IR-CAS for Safety ACN: Information Retrieval Context Aware System for VANET Automatic Crash Notification Safety Application.

Lobna Nassar, Mohamed S. Kamel, Fakhri Karray

Int. J. Intell. Transp. Syst. Res., 2016

Fuzzy Logic in VANET context aware Congested Road and Automatic Crash Notification.

Lobna Nassar, Fakhri Karray

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Enhancing Topic Detection in Twitter Using the Crowdsourcing Process.

Lobna Nassar, Rania Ibrahim, Fakhri Karray

Proceedings of the 2016 International Conference on Collaboration Technologies and Systems, 2016

2015

(VANET IR-CAS): Utilizing IR Techniques in Building Context Aware Systems for VANET.

Lobna Nassar

PhD thesis, 2015

VANET IR-CAS for Commercial SA: Information Retrieval Context Aware System for VANET Commercial Service Announcement.

Lobna Nassar, Fakhri Karray, Mohamed S. Kamel

Int. J. Intell. Transp. Syst. Res., 2015

HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems.

Lobna Nassar, Parmit K. Chilana, Mohamed S. Kamel, Fakhri Karray

Proceedings of the 5th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, 2015

2014

Evaluating VANET information retrieval context aware systems using the average distance measure ADM.

Lobna Nassar, Mohamed S. Kamel, Fakhri Karray

Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

2012

VANET IR-CAS: utilizing IR techniques in developing context aware system for VANET.

Lobna Nassar, Fakhri Karray, Mohamed S. Kamel, Farook Sattar

Proceedings of the second ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2012

Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Context-Aware Processing and Communication Gateway.

L. Nassar, Ayman Jundi, Keyvan Golestan, Farook Sattar, Fakhri Karray, Mohamed S. Kamel, Slim Boumaiza

Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012

Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Information Gathering and Data Fusion.

Keyvan Golestan, Ayman Jundi, L. Nassar, Farook Sattar, Fakhri Karray, Mohamed S. Kamel, Slim Boumaiza

Proceedings of the Autonomous and Intelligent Systems - Third International Conference, 2012