Mahdi Hashemi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 29

Top Topics

Service Requests

Convolutional Neural Network

Matching Algorithm

Top Venues

Comput. Environ. Urban Syst.

Publications

Mahdi Hashemi
Geographical visualization of tweets, misinformation, and extremism during the USA 2020 presidential election using LSTM, NLP, and GIS. J. Big Data 10 (1) (2023)
Mahdi Hashemi
Discovering social media topics and patterns in the coronavirus and election era. J. Inf. Commun. Ethics Soc. 20 (1) (2022)
Jahnavi Jonnalagadda, Mahdi Hashemi
Feature Selection and Spatial-Temporal Forecast of Oceanic Niño Index Using Deep Learning. Int. J. Softw. Eng. Knowl. Eng. 32 (1) (2022)
Mahdi Hashemi
Automatic Type Detection of 311 Service Requests Based on Customer Provided Descriptions. Appl. Artif. Intell. 36 (1) (2022)
Zinat Ara, Mahdi Hashemi
Predicting Ride Hailing Service Demand Using Autoencoder and Convolutional Neural Network. Int. J. Softw. Eng. Knowl. Eng. 32 (1) (2022)
Jahnavi Jonnalagadda, Mahdi Hashemi
A Deep Learning-based Traffic Event Detection From Social Media. IRI (2021)
Zinat Ara, Mahdi Hashemi
Traffic Flow Prediction using Long Short-Term Memory Network and Optimized Spatial Temporal Dependencies. IEEE BigData (2021)
Mahdi Hashemi
Studying and Clustering Cities Based on Their Non-Emergency Service Requests. Inf. 12 (8) (2021)
Zinat Ara, Mahdi Hashemi
Identifying the Severity of Road Accident Impact on Traffic Flow by Ensemble Model. IRI (2021)
Jahnavi Jonnalagadda, Mahdi Hashemi
Spatial-Temporal Forecast of the probability distribution of Oceanic Nino Index for various lead times. SEKE (2021)
Zinat Ara, Mahdi Hashemi
Ride Hailing Service Demand Forecast by Integrating Convolutional and Recurrent Neural Networks. SEKE (2021)
Mahdi Hashemi
Forecasting El Niño and La Niña Using Spatially and Temporally Structured Predictors and a Convolutional Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Mahdi Hashemi
A Data-Driven Framework for Coding the Intent and Extent of Political Tweeting, Disinformation, and Extremism. Inf. 12 (4) (2021)
Mahdi Hashemi, Margeret Hall
Multi-label classification and knowledge extraction from oncology-related content on online social networks. Artif. Intell. Rev. 53 (8) (2020)
Mahdi Hashemi, Margeret Hall
Retraction Note: Criminal tendency detection from facial images and the gender bias effect. J. Big Data 7 (1) (2020)
Mahdi Hashemi, Hassan A. Karimi
Weighted Machine Learning for Spatial-Temporal Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Mahdi Hashemi
Web page classification: a survey of perspectives, gaps, and future directions. Multim. Tools Appl. 79 (17-18) (2020)
Mahdi Hashemi
Enlarging smaller images before inputting into convolutional neural network: zero-padding vs. interpolation. J. Big Data 6 (2019)
Mahdi Hashemi, Margeret Hall
Detecting and classifying online dark visual propaganda. Image Vis. Comput. 89 (2019)
Mahdi Hashemi
Automatic Inference of Road and Pedestrian Networks From Spatial-Temporal Trajectories. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Mahdi Hashemi, Margeret Hall
Visualization, Feature Selection, Machine Learning: Identifying the Responsible Group for Extreme Acts of Violence. IEEE Access 6 (2018)
Mahdi Hashemi, Margeret Hall
Identifying the Responsible Group for Extreme Acts of Violence Through Pattern Recognition. HCI (23) (2018)
Mahdi Hashemi, Hassan A. Karimi
Collaborative personalized multi-criteria wayfinding for wheelchair users in outdoors. Trans. GIS 21 (4) (2017)
Mahdi Hashemi
A testbed for evaluating network construction algorithms from GPS traces. Comput. Environ. Urban Syst. 66 (2017)
Mahdi Hashemi
Reusability of the Output of Map-Matching Algorithms Across Space and Time Through Machine Learning. IEEE Trans. Intell. Transp. Syst. 18 (11) (2017)
Mahdi Hashemi, Abolghasem Sadeghi-Niaraki
A Theoretical Framework for Ubiquitous Computing. Int. J. Adv. Pervasive Ubiquitous Comput. 8 (2) (2016)
Mahdi Hashemi, Hassan A. Karimi
A weight-based map-matching algorithm for vehicle navigation in complex urban networks. J. Intell. Transp. Syst. 20 (6) (2016)
Mahdi Hashemi, Hassan A. Karimi
A Machine Learning Approach to Improve the Accuracy of GPS-Based Map-Matching Algorithms (Invited Paper). IRI (2016)
Mahdi Hashemi, Hassan A. Karimi
Indoor Spatial Model and Accessibility Index for Emergency Evacuation of People with Disabilities. J. Comput. Civ. Eng. 30 (4) (2016)
Hassan A. Karimi, Mahdi Hashemi
Accessible Wayfinding Testbed: Infrastructure and Components. EAI Endorsed Trans. Cloud Syst. 1 (2) (2015)
Mahdi Hashemi, Hassan A. Karimi
A critical review of real-time map-matching algorithms: Current issues and future directions. Comput. Environ. Urban Syst. 48 (2014)
Mahdi Hashemi, Ali Asghar Alesheikh, Mohammad R. Zolfaghari
A spatio-temporal model for probabilistic seismic hazard zonation of Tehran. Comput. Geosci. 58 (2013)
Mahdi Hashemi, Mohammad Reza Malek
Protecting location privacy in mobile geoservices using fuzzy inference systems. Comput. Environ. Urban Syst. 36 (4) (2012)
Mahdi Hashemi, Ali Asghar Alesheikh
Spatio-Temporal Analysis of Tehran's Historical Earthquakes Trends. AGILE Conf. (2011)