publications

2023

1. VLDB

   KAMEL: A Scalable BERT-based System for Trajectory Imputation

   Mashaal Musleh, and Mohamed Mokbel

   International Conference on Very Large Data Bases, VLDB 2023

   pdf Bib

   @article{MM23b,
     title = {KAMEL: A Scalable BERT-based System for Trajectory Imputation},
     author = {Musleh, Mashaal and Mokbel, Mohamed},
     journal = {International Conference on Very Large Data Bases, VLDB},
     volume = {17},
     number = {3},
     pages = {525--538},
     year = {2023},
     publisher = {VLDB Endowment},
     url = {https://www.vldb.org/pvldb/vol17/p525-musleh.pdf},
     doi = {10.14778/3632093.3632113}
   }

2. SIGMOD

   Best Demo Award

   A Demonstration of KAMEL: A Scalable BERT-based System for Trajectory Imputation

   Mashaal Musleh, and Mohamed Mokbel

   ACM International Conference on Management of Data, SIGMOD 2023

   pdf poster video Bib

   @inproceedings{MM23,
     title = {A Demonstration of KAMEL: A Scalable BERT-based System for Trajectory Imputation},
     author = {Musleh, Mashaal and Mokbel, Mohamed},
     booktitle = {ACM International Conference on Management of Data, SIGMOD},
     pages = {191--194},
     year = {2023},
     url = {https://doi.org/10.1145/3555041.3589733},
     doi = {10.1145/3555041.3589733}
   }

2022

1. SIGSPATIAL

   SRC Winner

   Towards A Unified Deep Model For Trajectory Analysis

   Mashaal Musleh

   ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL 2022

   pdf poster Bib

   @inproceedings{M22,
     title = {Towards A Unified Deep Model For Trajectory Analysis},
     author = {Musleh, Mashaal},
     booktitle = {ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL},
     pages = {109:1--109:2},
     year = {2022},
     url = {https://doi.org/10.1145/3557915.3565529},
     doi = {10.1145/3557915.3565529}
   }

2. SIGSPATIAL

   Let's Speak Trajectories

   Mashaal Musleh, Mohamed F Mokbel, and Sofiane Abbar

   ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL 2022

   pdf Bib

   @inproceedings{MMA22,
     title = {Let's Speak Trajectories},
     author = {Musleh, Mashaal and Mokbel, Mohamed F and Abbar, Sofiane},
     booktitle = {ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL},
     pages = {37:1--37:4},
     year = {2022},
     url = {https://doi.org/10.1145/3557915.3560972},
     doi = {10.1145/3557915.3560972}
   }

3. MDM

   RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM

   Mashaal Musleh, and Mohamed F Mokbel

   IEEE International Conference on Mobile Data Management, MDM 2022

   pdf demo slides Bib

   @inproceedings{MM22b,
     title = {RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM},
     author = {Musleh, Mashaal and Mokbel, Mohamed F},
     booktitle = {IEEE International Conference on Mobile Data Management, MDM},
     pages = {214--221},
     year = {2022},
     url = {https://doi.org/10.1109/MDM55031.2022.00050},
     doi = {10.1109/MDM55031.2022.00050}
   }

4. ICDE

   A Demonstration of RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM

   Mashaal Musleh, and Mohamed F Mokbel

   IEEE International Conference on Data Engineering, ICDE 2022

   pdf demo video Bib

   @inproceedings{MM22a,
     title = {A Demonstration of RASED: A Scalable Dashboard for Monitoring Road Network Updates in OSM},
     author = {Musleh, Mashaal and Mokbel, Mohamed F},
     booktitle = {IEEE International Conference on Data Engineering, ICDE},
     pages = {3146--3149},
     year = {2022},
     url = {https://doi.org/10.1109/ICDE53745.2022.00284},
     doi = {10.1109/ICDE53745.2022.00284}
   }

2021

1. VLDB

   QARTA: An ML-based System for Accurate Map Services

   Mashaal Musleh, Sofiane Abbar, Rade Stanojevic, and Mohamed Mokbel

   International Conference on Very Large Data Bases, VLDB 2021

   pdf slides poster presentation website Bib

   @article{MAS+21,
     title = {QARTA: An ML-based System for Accurate Map Services},
     author = {Musleh, Mashaal and Abbar, Sofiane and Stanojevic, Rade and Mokbel, Mohamed},
     journal = {International Conference on Very Large Data Bases, VLDB},
     volume = {14},
     number = {11},
     pages = {2273--2282},
     year = {2021},
     publisher = {VLDB Endowment},
     url = {http://vldb.org/pvldb/vol14/p2273-mokbel.pdf}
   }

2. VLDB

   A Demonstration of QARTA: An ML-based System for Accurate Map Services

   Sofiane Abbar, Rade Stanojevic, Mashaal Musleh, Mohamed ElShrif, and Mohamed Mokbel

   International Conference on Very Large Data Bases, VLDB 2021

   pdf poster video Bib

   @article{ASM+21,
     title = {A Demonstration of QARTA: An ML-based System for Accurate Map Services},
     author = {Abbar, Sofiane and Stanojevic, Rade and Musleh, Mashaal and ElShrif, Mohamed and Mokbel, Mohamed},
     journal = {International Conference on Very Large Data Bases, VLDB},
     volume = {14},
     number = {12},
     pages = {2723--2726},
     year = {2021},
     publisher = {VLDB Endowment},
     url = {http://vldb.org/pvldb/vol14/p2723-mokbel.pdf}
   }

2020

1. SIGMOD

   CoClean: Collaborative Data Cleaning

   Mashaal Musleh, Mourad Ouzzani, Nan Tang, and AnHai Doan

   ACM International Conference on Management of Data, SIGMOD 2020

   pdf slides code video presentation Bib

   @inproceedings{MOT+20,
     title = {CoClean: Collaborative Data Cleaning},
     author = {Musleh, Mashaal and Ouzzani, Mourad and Tang, Nan and Doan, AnHai},
     booktitle = {ACM International Conference on Management of Data, SIGMOD},
     pages = {2757--2760},
     year = {2020},
     url = {https://doi.org/10.1145/3318464.3384698},
     doi = {10.1145/3318464.3384698}
   }

2019

1. VLDB

   Flash In Action: Scalable Spatial Data Analysis Using Markov Logic Networks

   Ibrahim Sabek, Mashaal Musleh, and Mohamed F Mokbel

   International Conference on Very Large Data Bases, VLDB 2019

   pdf Bib

   @article{SMM19b,
     title = {Flash In Action: Scalable Spatial Data Analysis Using Markov Logic Networks},
     author = {Sabek, Ibrahim and Musleh, Mashaal and Mokbel, Mohamed F},
     journal = {International Conference on Very Large Data Bases, VLDB},
     volume = {12},
     number = {12},
     pages = {1834--1837},
     year = {2019},
     publisher = {VLDB Endowment},
     url = {http://www.vldb.org/pvldb/vol12/p1834-sabek.pdf},
     doi = {10.14778/3352063.3352078}
   }

2. TSAS

   RegRocket: Scalable Multinomial Autologistic Regression With Unordered Categorical Variables Using Markov Logic Networks

   Ibrahim Sabek, Mashaal Musleh, and Mohamed F Mokbel

   ACM Transactions on Spatial Algorithms and Systems, TSAS 2019

   pdf Bib

   @article{SMM19a,
     title = {RegRocket: Scalable Multinomial Autologistic Regression With Unordered Categorical Variables Using Markov Logic Networks},
     author = {Sabek, Ibrahim and Musleh, Mashaal and Mokbel, Mohamed F},
     journal = {ACM Transactions on Spatial Algorithms and Systems, TSAS},
     volume = {5},
     number = {4},
     pages = {1--27},
     year = {2019},
     publisher = {ACM},
     url = {https://doi.org/10.1145/3366459},
     doi = {10.1145/3366459}
   }

2018

1. GeoInformatica

   ST-Hadoop: A Mapreduce Framework For Spatio-Temporal Data

   Louai Alarabi, Mohamed F Mokbel, and Mashaal Musleh

   GeoInformatica 2018

   pdf Bib

   @article{AMM18,
     title = {ST-Hadoop: A Mapreduce Framework For Spatio-Temporal Data},
     author = {Alarabi, Louai and Mokbel, Mohamed F and Musleh, Mashaal},
     journal = {GeoInformatica},
     volume = {22},
     number = {4},
     pages = {785--813},
     year = {2018},
     publisher = {Springer US},
     url = {https://doi.org/10.1007/s10707-018-0325-6},
     doi = {10.1007/s10707-018-0325-6}
   }

2. SIGMOD

   A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System

   Ibrahim Sabek, Mashaal Musleh, and Mohamed F Mokbel

   ACM International Conference on Management of Data, SIGMOD 2018

   pdf Bib

   @inproceedings{SMM18a,
     title = {A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System},
     author = {Sabek, Ibrahim and Musleh, Mashaal and Mokbel, Mohamed F},
     booktitle = {ACM International Conference on Management of Data, SIGMOD},
     pages = {1689--1692},
     year = {2018},
     url = {https://doi.org/10.1145/3183713.3193558},
     doi = {10.1145/3183713.3193558}
   }

3. SIGSPATIAL

   TurboReg: A Framework For Scaling Up Spatial Logistic Regression Models

   Ibrahim Sabek, Mashaal Musleh, and Mohamed F Mokbel

   ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL 2018

   pdf Bib

   @inproceedings{SMM18b,
     title = {TurboReg: A Framework For Scaling Up Spatial Logistic Regression Models},
     author = {Sabek, Ibrahim and Musleh, Mashaal and Mokbel, Mohamed F},
     booktitle = {ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL},
     pages = {129--138},
     year = {2018},
     url = {https://doi.org/10.1145/3274895.3274987},
     doi = {10.1145/3274895.3274987}
   }

2017

1. SSTD

   ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data

   Louai Alarabi, Mohamed F. Mokbel, and Mashaal Musleh

   International Symposium on Advances in Spatial and Temporal Databases, SSTD 2017

   pdf Bib

   @inproceedings{AMM17,
     author = {Alarabi, Louai and Mokbel, Mohamed F. and Musleh, Mashaal},
     title = {ST-Hadoop: A MapReduce Framework for Spatio-Temporal Data},
     booktitle = {International Symposium on Advances in Spatial and Temporal Databases, SSTD},
     volume = {10411},
     pages = {84--104},
     publisher = {Springer},
     year = {2017},
     url = {https://doi.org/10.1007/978-3-319-64367-0_5},
     doi = {10.1007/978-3-319-64367-0_5}
   }

2016

1. Understanding Language Diversity In Local Twitter Communities

   Amr Magdy, Thanaa M Ghanem, Mashaal Musleh, and Mohamed F Mokbel

   ACM Conference on Hypertext and Social Media 2016

   pdf Bib

   @inproceedings{MGM+16,
     title = {Understanding Language Diversity In Local Twitter Communities},
     author = {Magdy, Amr and Ghanem, Thanaa M and Musleh, Mashaal and Mokbel, Mohamed F},
     booktitle = {ACM Conference on Hypertext and Social Media},
     pages = {331--332},
     year = {2016},
     url = {https://doi.org/10.1145/2914586.2914612},
     doi = {10.1145/2914586.2914612}
   }

2015

1. Taqreer: A System For Spatio-Temporal Analysis on Microblogs.

   Amr Magdy, Mashaal Musleh, Kareem Tarek, Louai Alarabi, Saif Al-Harthi, Hicham G Elmongui, Thanaa M Ghanem, Sohaib Ghani, and Mohamed F Mokbel

   IEEE Data Engineering Bulletin 2015

   pdf Bib

   @article{MMT+15,
     title = {Taqreer: A System For Spatio-Temporal Analysis on Microblogs.},
     author = {Magdy, Amr and Musleh, Mashaal and Tarek, Kareem and Alarabi, Louai and Al-Harthi, Saif and Elmongui, Hicham G and Ghanem, Thanaa M and Ghani, Sohaib and Mokbel, Mohamed F},
     journal = {IEEE Data Engineering Bulletin},
     volume = {38},
     number = {2},
     pages = {68--76},
     year = {2015},
     url = {http://sites.computer.org/debull/A15june/p68.pdf}
   }

2. ICDE

   Demonstration of Taghreed: A System For Querying, Analyzing, And Visualizing Geotagged Microblogs

   Amr Magdy, Louai Alarabi, Saif Al-Harthi, Mashaal Musleh, Thanaa M Ghanem, Sohaib Ghani, Saleh Basalamah, and Mohamed F Mokbel

   IEEE International Conference on Data Engineering, ICDE 2015

   pdf Bib

   @inproceedings{MAA+15,
     title = {Demonstration of Taghreed: A System For Querying, Analyzing, And Visualizing Geotagged Microblogs},
     author = {Magdy, Amr and Alarabi, Louai and Al-Harthi, Saif and Musleh, Mashaal and Ghanem, Thanaa M and Ghani, Sohaib and Basalamah, Saleh and Mokbel, Mohamed F},
     booktitle = {IEEE International Conference on Data Engineering, ICDE},
     pages = {1416--1419},
     year = {2015},
     url = {https://doi.org/10.1109/ICDE.2015.7113390},
     doi = {10.1109/ICDE.2015.7113390}
   }

2014

1. SIGSPATIAL

   Taghreed: A System For Querying, Analyzing, And Visualizing Geotagged Microblogs

   Amr Magdy, Louai Alarabi, Saif Al-Harthi, Mashaal Musleh, Thanaa M Ghanem, Sohaib Ghani, and Mohamed F Mokbel

   ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2014

   pdf Bib

   @inproceedings{MAA+14,
     title = {Taghreed: A System For Querying, Analyzing, And Visualizing Geotagged Microblogs},
     author = {Magdy, Amr and Alarabi, Louai and Al-Harthi, Saif and Musleh, Mashaal and Ghanem, Thanaa M and Ghani, Sohaib and Mokbel, Mohamed F},
     booktitle = {ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL},
     pages = {163--172},
     year = {2014},
     url = {https://doi.org/10.1145/2666310.2666397},
     doi = {10.1145/2666310.2666397}
   }

2. SIGSPATIAL

   VisCAT: Spatio-Temporal Visualization And Aggregation of Categorical Attributes In Twitter Data

   Thanaa M Ghanem, Amr Magdy, Mashaal Musleh, Sohaib Ghani, and Mohamed F Mokbel

   ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL 2014

   pdf demo Bib

   @inproceedings{GMM+14,
     title = {VisCAT: Spatio-Temporal Visualization And Aggregation of Categorical Attributes In Twitter Data},
     author = {Ghanem, Thanaa M and Magdy, Amr and Musleh, Mashaal and Ghani, Sohaib and Mokbel, Mohamed F},
     booktitle = {ACM International Conference on Advances In Geographic Information Systems, SIGSPATIAL},
     pages = {537--540},
     year = {2014},
     url = {https://doi.org/10.1145/2666310.2666363},
     doi = {10.1145/2666310.2666363}
   }

3. SIGMOD

   Spatio-Temporal Visual Analysis For Event-Specific Tweets

   Mashaal Musleh

   ACM International Conference on Management of Data, SIGMOD 2014

   pdf demo Bib

   @inproceedings{M14,
     title = {Spatio-Temporal Visual Analysis For Event-Specific Tweets},
     author = {Musleh, Mashaal},
     booktitle = {ACM International Conference on Management of Data, SIGMOD},
     pages = {1611--1612},
     year = {2014},
     url = {https://doi.org/10.1145/2588555.2612666},
     doi = {10.1145/2588555.2612666}
   }

4. Exploiting Geo-Tagged Tweets To Understand Localized Language Diversity

   Amr Magdy, Thanaa M Ghanem, Mashaal Musleh, and Mohamed F Mokbel

   Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD 2014

   pdf demo Bib

   @inproceedings{MGM+14,
     title = {Exploiting Geo-Tagged Tweets To Understand Localized Language Diversity},
     author = {Magdy, Amr and Ghanem, Thanaa M and Musleh, Mashaal and Mokbel, Mohamed F},
     booktitle = {Workshop on Managing and Mining Enriched Geo-Spatial Data, GeoRich@SIGMOD},
     pages = {1--6},
     year = {2014},
     url = {https://doi.org/10.1145/2619112.2619114},
     doi = {10.1145/2619112.2619114}
   }