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Dekobild im Seitenkopf ISMLL
 
People: Mohsan Jameel, M.Sc.
Office hour:
C037 Spl, upon request

Contact:
Phone:+49 5121/ 883-40366
Fax:+49 5121 / 883-40361
e-mail:

Postal address:
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Visitor address:
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Research Projects


Current Projects
Data-Driven Mobility Services:
I am responsible for the Work Package 2: Automatic Damage Assessment for Cars
Past Projects
eAutarke Zukunft:

Teaching Assistant:
Modern Optimization Techniques (Winter 2019)
Big Data Analytics (Summer 2019)
Lab Course: Distributed Data Analytics (Summer 2018)
Master-Seminar: Big Data Analytics (Winter 2017)
Lab Course: Distributed Data Analytics (Summer 2017)
Big Data Analytics (Summer 2017)
Lab Course: Machine Learning and Artificial Intelligence (Winter 2016)
Big Data Analytics (Summer 2016)
Lab Course: Machine Learning and Artificial Intelligence (Summer 2015)

Publications:

  • Mofassir ul Islam Arif, Felix Wieland, Chiara Bianchin, Andre Hintsches, Katrin Lange, Mohsan Jameel, Lars Schmidt-Thieme (2022):
    Object Regression: Multi-Modal Data Enhanced Object Detection for Leasing Vehicle Return Assessment, in The International Conference on Digital Image Computing: Techniques and Applications (DICTA).
  • Shayan Jawed, Mofassir ul Islam Arif, Ahmed Rashed, Kiran Madhusudhanan, Shereen Elsayed, Mohsan Jameel, Alexei Volk, Andre Hintsches, Marlies Kornfeld, Katrin Lange, Lars Schmidt-Thieme (2022):
    AI and Data-Driven Mobility at Volkswagen Financial Services AG, in arXiv. PDF
  • Mofassir ul Islam Arif, Mohsan Jameel, Josif Grabocka , Lars Schmidt-Thieme (2020):
    Phantom Embeddings: Using Embeddings Space for Model Regularization in Deep Neural Networks , in LWDA.
  • Mohsan Jameel, Mofassir ul Islam Arif, Andre Hintsches, Lars Schmidt-Thieme (2020):
    Automation of Leasing Vehicle Return Assessment Using Deep Learning Models, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2020). PDF
  • Mohsan Jameel, Shayan Jawed, Lars Schmidt-Thieme (2020):
    Optimal Topology Search for Fast Model Averaging in Decentralized Parallel SGD, in Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020). PDF
  • Mofassir ul Islam Arif, Mohsan Jameel, Lars Schmidt-Thieme (2019):
    Directly Optimizing IoU for Bounding Box Localization, in 5th Asian Conference on Pattern Recognition. PDF
  • Mohsan Jameel, Josif Grabocka, Mofassir ul Islam Arif, Lars Schmidt-Thieme (2019):
    Ring-Star : A Sparse Topology for Faster ModelAveraging in Decentralized Parallel SGD , in In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (DMLE@ECML-PKDD 2019). PDF
  • Mohsan Jameel, Nicolas Schilling, Lars Schmidt-Thieme (2018):
    Towards Distributed Pairwise Ranking using Implicit Feedback, in The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), pp. 973-976 . PDF
  • Mohsan Jameel, Olexander Filevych, Helmut Lessing (2017):
    Empirical Study of Using Renewable Energies in Innovative Car-Sharing Business Model “in Tandem” at the University of Hildesheim , in Advances and New Trends in Environmental Informatics, Springer.
  • Ansar Javed, Bibrak Qamar, Mohsan Jameel, Aamir Shafi, Bryan Carpenter (2015):
    Towards Scalable Java HPC with Hybrid and Native Communication Devices in MPJ Express , in , International Journal of Parallel Programming.
  • Bibrak Qamar, Ansar Javed, Mohsan Jameel, Aamir Shafi, Bryan Carpenter (2014):
    Design and Implementation of Hybrid and Native Communication Devices for Java HPC , in Procedia Computer Science (International Conference on Computational Science ICCS 2014), Elsevier, pp. 184-197.
  • Omar Khan, Mohsan Jameel, Aamir Shafi (2014):
    High Performance Message-passing InfiniBand Communication Device for Java HPC, in Procedia Computer Science (International Conference on Computational Science ICCS 2014), Elsevier, pp. 1468-1479.
  • Mohsan Jameel, Hamid Mukhtar, Arshad Ali, H F Ahmad, Hiroki Suguri (2006):
    IP Network Topology Discovery for Large and Multi subnet using Mobile Service Agents , in High Capacity Optical Networks and Enabling Technologies, HONET 2006, , IEEE .
  • Fawad Nazir, Mohsan Jameel, T. H. Tarar, H. A. Burki, H. F. Ahmad, Arshad Ali, Hiroki Suguri (2006):
    An Efficient Approach Towards IP Network Topology Discovery for Large Multi-Subnet Networks , in Inproceedings of 11th IEEE Symposium on Computers and Communications, 2006. ISCC '06. , IEEE, pp. 989-993 .