Behnaz Bigedeli

Courses Taught

Thesis

Publications

• "Assessment of an air pollution monitoring network to generate urban air pollution maps using Shannon information index, fuzzy overlay, and Dempster-Shafer theory, A case study: Tehran, Iran", ATMOSPHERIC ENVIRONMENT, 2017, 2017, 254-269, 2017-10-31
• "A New Car-Following Model Based on the Epsilon-Support Vector Regression Method using the Parameters Tuning and Data Scaling Techniques", International Journal of Civil Engineering, 8, 8, 1159-1172, 2017-12-31
• "A multiple land use change model based on artificial neural network, Markov chain, and multi objective land allocation", Earth Observation and Geomatics Engineering, 2, 2, 82-99, 2017-12-27
• "DTM Generation from the Point Cloud Using a Progressive Geodesic Morphology and a Modified Particle Swarm Optimisation", INTERNATIONAL JOURNAL OF REMOTE SENSING, 17, 17, -, 2018-07-31
• "A Dempster Shafer-based fuzzy multisensor fusion system using airborne lidar and hyperspectral imagery", INTERNATIONAL JOURNAL OF REMOTE SENSING, 7, 7, 1-20, 2018-06-19
• "Deep feature learning versus shallow feature learning systems for joint use of airborne thermal hyperspectral and visible remote sensing data", INTERNATIONAL JOURNAL OF REMOTE SENSING, 18, 18, 7048-7070, 2019-03-28
• "Generation of digital terrain model for forest areas using a new particle swarm optimization on LiDAR data", SURVEY REVIEW, 1, 1, 1-11, 2018-12-31
• "DTM extraction under forest canopy using LiDAR data and a modified invasive weed optimization algorithm", REMOTE SENSING OF ENVIRONMENT, 1, 1, 289-300, 2018-10-31
• "Car Following Prediction Based on Support Vector Regression and Multi-adaptive Regression Spline by Considering Instantaneous Reaction Time", Iranian Journal of Science and Technology-Transactions of Civil Engineering, 1, 1, 1-13, 2019-03-09
• "Modeling Different Decision Strategies in a Time Tabled Multimodal Route Planning by Integrating the QuantifierGuided OWA Operators, Fuzzy AHP Weighting Method and TOPSIS", International Journal of Transportation Engineering, 1, 1, 35-56

• "LAND USE ANALYSIS ON LAND SURFACE TEMPERATURE IN URBAN AREAS USING A GEOGRAPHICALLY WEIGHTED REGRESSION AND LANDSAT 8 IMAGERY, A CASE STUDY: TEHRAN, IRAN", (Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2017, ایران, تهران, 2017-07-10
• "A GEOGRAPHIC WEIGHTED REGRESSION FOR RURAL HIGHWAYS CRASHES MODELLING USING THE GAUSSIAN AND TRICUBE KERNELS: A CASE STUDY OF USA RURAL HIGHWAYS", (Sensors and Models in Photogrammetry and Remore Sensing (SMPR2017, ایران, تهران, 2017-10-07
• "PROVIDING THE FIRE RISK MAP IN FOREST AREA USING A GEOGRAPHICALLY WEIGHTED REGRESSION MODEL WITH GAUSSIN KERNEL AND MODIS IMAGES, A CASE STUDY: GOLESTAN PROVINCE", (Sensors and Models in Photogrammetry and Remote Sensing (SMPR 2017, ایران, تهران, 2017-10-07
• "A RBF NEURAL NETWORK APPROXIMATOR FOR RURAL HIGHWAYS CRASHES MODELLING, A CASE STUDY OF USA RURAL HIGHWAYS", 11th International Congress on Civil Engineering, ایران, تهران, 2018-05-08
• "A different method in determining effective factors on Land Surface Temperature in urban areas using LANDSAT 8 imagery and Multivariate Adaptive Regression Spline", 11th International Congress on Civil Engineering, ایران, تهران, 2018-05-08
• "FOREST FIRE RISK MAPPING USING MODIS SATELLITE IMAGERY AND ARTIFICIAL NEURAL NETWORK APPROXMIATOR", 11th International Congress on Civil Engineering, ایران, تهران, 2018-05-08
• "Using autologistic regression to simulate the forest fire development based on a cellular automata", 5th.International Congress on Civil Engineering, Architecture And Urban Developme, ایران, تهران, 2017-12-26
• "Landslide susceptibility mapping using a Matrix Exponential Spatial Specification model: a case study in Semirom, Isfahan, Iran", 4th International Congress of Developing Agriculture, Natural Resources, Environment and Tourism of Iran, ایران, تبریز, 2019-02-13
• "Landslides susceptibility mapping using Geographically Weighted Regression with Gaussian distance weighting kernel and comparison with Logistic regression algorithm : a case study in Semirom, Isfahan, Iran", 3rd.International Conference & 4th.national Conference on Civil Engineering, Architecture and Urban Design, ایران, تبریز, 2018-09-07
• "AGRICULTURAL LAND CHANGE DETECTING AND FORECASTING USING COMBINATION OF FEEDFORWARD MULTILAYER NEURAL NETWORK, CELLULAR AUTOMATA AND MARKOV CHAIN MODELS", GeoSpatial Conference 2019, ایران, کرج, 2019-10-12
• "AGRICULTURAL LAND CHANGE DETECTING AND FORECASTING USING COMBINATION OF FEEDFORWARD MULTILAYER NEURAL NETWORK, CELLULAR AUTOMATA AND MARKOV CHAIN MODELS", Geospatial Conference 2019, ابران, کرج, 2019-10-12