Logo of Leibniz Universität Hannover
Yeremia G. Adhisantoso, M.Sc.
Leibniz Universität Hannover
Institut für Informationsverarbeitung
Appelstr. 9A
30167 Hannover
Germany
phone: +49 511 762-19588
fax: +49 511 762-5333
office location: room 1312

Yeremia Gunawan Adhisantoso studied electrical engineering at the Leibniz University Hannover, with a specialization in computer engineering. During his studies, he worked on research projects such as video compression, deep learning, and electrical design automation. After graduation, he joined the Institut für Informationsverarbeitung at Leibniz University Hannover, where he is currently working as a research assistant towards his PhD.

He is an active member of the MPEG working groups of ISO/IEC JTC 1/SC 29/WG 8, where he contributes to the MPEG-G standards (ISO/IEC 23092).

Personal Homepage • Google Scholar • LinkedIn • GitHub

Research Interest:

  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Predictive Health Management
  • Data Compression of Genomic Data
  • Medical Information Processing

If you are looking for a student project related to my research, please click here.

Projects
Genomic Data Science
Genomic Data Science
IIP Ecosphere
IIP Ecosphere
Publications
Show recent publications only
  • Conference Contributions
    • Yeremia Gunawan Adhisantoso, Patrick Cheung,
      Continuation of the MPEG-G Part 6 Specification Verification and Enhancement Study - m68660
      ISO/IEC JTC 1/SC 29/WG 8, July 2024
      BibTeX
    • Yeremia Gunawan Adhisantoso, Patrick Cheung, Ünsal Öztürk,
      Study on the Verification and Enhancement of the MPEG-G Part 2 Specification - m67352
      ISO/IEC JTC 1/SC 29/WG 8 , April 2024
      BibTeX
    • Yeremia Gunawan Adhisantoso, Patrick Cheung
      Study on the Verification and Enhancement of the MPEG-G Part 6 Specification - m67351
      ISO/IEC JTC 1/SC 29/WG 8 , April 2024
      BibTeX
    • Yeremia Gunawan Adhisantoso, Jan Voges, Jörn Ostermann
      PEKORA: High-Performance 3D Genome Reconstruction Using K-th Order Spearman's Rank Correlation Approximation
      ISMB/ECCB 2023, Lyon (FR), July 2023
      (pdfLink) BibTeX
    • Yeremia Gunawan Adhisantoso, Jörn Ostermann,
      Contact Matrix Compressor
      2022 Data Compression Conference (DCC), pp. 399-408, March 2022
      (pdfIEEEexplore) BibTeX
    • Quy Le Xuan, Yeremia Gunawan Adhisantoso, Marco Munderloh, Jörn Ostermann
      Uncertainty-Aware Remaining Useful Life Prediction for Predictive Maintenance Using Deep Learning
      16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME, 2022
      (DOI) BibTeX
    • Yeremia Gunawan Adhisantoso, Quy Le Xuan, Christoph Kellerman, Marco Munderloh, Jörn Ostermann
      Introduction to Deep Degradation Metric in Smart Production Ecosystems
      16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME, 2022
      (pdf) BibTeX
    • Christoph Kellermann, Yeramia Gunawan Adhisantoso, Marco Munderloh, Jörn Ostermann
      Introduction to an Adaptive Remaining Useful Life Prediction for forming tools
      Proceedings of IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), July 2021
      (pdf) BibTeX
    • Malgorzata Rechmal-Lesse, Gerald Alexander Koroa, Yeremia Gunawan Adhisantoso, Markus Olbrich
      Automated Model Generation Including Variations for Formal Verification of Nonlinear Analog Circuits
      2020 18th IEEE International New Circuits and Systems Conference (NEWCAS), pp. 66-69, 2020
      BibTeX
    • Malgorzata Rechmal-Lesse, Gerald Alexander Koroa, Yeremia Gunawan Adhisantoso, Markus Olbrich
      Automatically Generated Nonlinear Analog Circuit Models Enclosing Variations with Intervals and Affine Forms for Reachability Analysis
      2020 23rd International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS), IEEE, pp. 1-4, 2020
      BibTeX
    • Thorsten Laude, Yeremia Gunawan Adhisantoso, Jan Voges, Marco Munderloh, Jörn Ostermann
      A Comparison of JEM and AV1 with HEVC: Coding Tools, Coding Efficiency and Complexity
      2018 Picture Coding Symposium (PCS), pp. 36-40, June 2018
      (DOI) BibTeX
  • Journals
    • Yeremia Gunawan Adhisantoso, Tim Körner, Fabian Müntefering, Jörn Ostermann, Jan Voges
      HiCMC: High-Efficiency Contact Matrix Compressor
      BMC Bioinformatics, September 2024
      BibTeX
    • Fabian Müntefering, Yeremia Gunawan Adhisantoso, Shubham Chandak, Jörn Ostermann, Mikel Hernaez, Jan Voges
      Genie: the first open-source ISO/IEC encoder for genomic data
      Communications Biology, Vol. 7, No. 553, May 2024, edited by Akhtar, Anam; Inglis, George; Grinham, Luke R.
      (pdfDOI) BibTeX
    • Yeremia Gunawan Adhisantoso, Jan Voges, Christian Rohlfing, Viktor Tunev, Jens-Rainer Ohm, Jörn Ostermann
      GVC: efficient random access compression for gene sequence variations
      BMC Bioinformatics, Vol. 24, No. 1, p. 121, March 2023
      BibTeX
    • Malgorzata Rechmal-Lesse, Yeremia Gunawan Adhisantoso, Gerald Alexander Koroa, Markus Olbrich
      Automated abstraction of nonlinear analog circuits to reliable set-valued models with reduced overapproximation
      Microelectronics Reliability Volume 121, June 2021, 114119, Elsevier, Vol. 121, June 2021
      (pdf) BibTeX
    • Thorsten Laude, Yeremia Gunawan Adhisantoso, Jan Voges, Marco Munderloh, Jörn Ostermann
      A Comprehensive Video Codec Comparison
      APSIPA Transactions on Signal and Information Processing, Vol. 8, No. 1, November 2019
      (pdfDOI) BibTeX
  • Standardisation Contributions
    • Yeremia Gunawan Adhisantoso, Patrick Cheung,
      Input to Requirements about MPEG-G Profiles - m68659
      ISO/IEC JTC 1/SC 29/WG 8 , July 2024
      BibTeX
    • Yeremia Gunawan Adhisantoso, Patrick Cheung, Ünsal Öztürk, Mikel Hernaez, Ray Krasinski, Fabian Müntefering, Jan Voges
      Recommendations of the AHG on MPEG-G Profiles - m68661
      ISO/IEC JTC 1/SC 29/WG 8 , July 2024
      BibTeX
    • Yeremia Gunawan Adhisantoso, Patrick Cheung, Ünsal Öztürk, Mikel Hernaez, Ray Krasinski, Fabian Müntefering, Jan Voges
      Recommendations of the AHG on MPEG-G Profiles - m67350
      ISO/IEC JTC 1/SC 29/WG 8 , April 2024
      BibTeX
    • Yeremia Gunawan Adhisantoso, Jan Voges
      Cross-check of M62859 Results on Updated CE Results for Annotation Data Indexing Using B-Tree
      ISO/IEC JTC 1/SC 29/WG 8, April 2023
      BibTeX
    • Yeremia Gunawan Adhisantoso
      Cross-check of Philips's Response to Core Experiment for Annotation Data Indexing using B-Tree m62224
      ISO/IEC JTC 1/SC 29/WG 8 , January 2023
      BibTeX
    • Yeremia Gunawan Adhisantoso
      Recommendation on MPEG-G Part 6 Record Structure m61340
      ISO/IEC JTC 1/SC 29/WG 8 , October 2022
      BibTeX
    • Yeremia Gunawan Adhisantoso
      Cross-check of EPFL's response to core experiment 3 on indexing DNA sequences in the compressed domain m61082
      ISO/IEC JTC 1/SC 29/WG 8 , October 2022
      BibTeX
    • Yeremia Gunawan Adhisantoso
      Technical comments for Study on FDIS 23092-6 document m59160
      ISO/IEC JTC 1/SC 29/WG 8 , January 2022
      BibTeX
    • Yeremia Gunawan Adhisantoso, Jörn Ostermann
      Efficient Coding of Contact Matrices m57789
      ISO/IEC JTC 1/SC 29/WG 8 , October 2021
      BibTeX
    • Yeremia Gunawan Adhisantoso
      Verification of the Extension to the Coding of Contact Matrix m58073
      ISO/IEC JTC 1/SC 29/WG 8, October 2021
      BibTeX
    • Yeremia Gunawan Adhisantoso
      Cross-check CE3 Extension of Contact Matrix Compressor m58074
      ISO/IEC JTC 1/SC 29/WG 8 , October 2021
      BibTeX
    • Yeremia Gunawan Adhisantoso, Jörn Ostermann
      Method for the Coding of Contact Matrix m56622
      ISO/IEC JTC 1/SC 29/WG 8 , April 2021
      BibTeX
    • Yeremia Gunawan Adhisantoso
      CE3 Results LUH on Contact Matrix m56623
      ISO/IEC JTC 1/SC 29/WG 8 , April 2021
      BibTeX
    • Yeremia Gunawan Adhisantoso, Christian Rohlfing, Jan Voges, Jörn Ostermann
      Extension to method for the coding of genomic variants m55355
      ISO/IEC JTC 1/SC 29/WG 8 , October 2020
      BibTeX
    • Yeremia Gunawan Adhisantoso, Christian Rohlfing, Jan Voges, Jörn Ostermann
      Method for the coding of genotype likelihood of variant m55356
      ISO/IEC JTC 1/SC 29/WG 8 , October 2020
      BibTeX
    • Yeremia Gunawan Adhisantoso
      CE3 Results LUH and RWTH Aachen on GL Field of VCF m55357
      ISO/IEC JTC 1/SC 29/WG 8 , October 2020
      BibTeX
    • Yeremia Gunawan Adhisantoso
      MPEG-G Part 6 CE3 Results Leibniz University Hannover, RWTH Aachen University m54276
      ISO/IEC JTC 1/SC 29/WG 8 , October 2020
      BibTeX
    • Yeremia Gunawan Adhisantoso, Viktor Tunev, Jan Voges, Christian Rohlfing,
      MPEG-G Part 6 CE3 Results Leibniz University Hannover, RWTH Aachen University m53496
      ISO/IEC JTC1/SC29/WG11, April 2020
      BibTeX
Other activities

Supervised Theses

Predictive Health Management:

  • Data-Driven Predictive Maintenance for Syringe Production Line
  • Untersuchung von Ensemble Learning fuer die Zustandsueberwachung von Zahnriemenantrieben
  • Reference-Based Deep Metric Learning for Remaining Useful Lifetime Prediction of Printing Screen
  • Normalizing Flows for Prediction of Degradation
  • Variational Bayes Methods for Prediction of Degradation

Data Compression of Genomic Data:

  • Search in Compressed Domain for Genomic Data
  • Codierung numerischer genomischer Annotationen
  • High-Efficiency Contact Matrix Compression

Machine Learning in Bioinformatics:

  • Sparse Neural Network for Polygenic Risk Score Prediction
  • Resolution Enhancement of Hi-C Data Using Generative Adversarial Network-based Deep Super Resolution Models
  • Resolution Enhancement of Hi-C Data Using Autoencoder-based Deep Super Resolution Models
  • Low-Rank Matrix Completion via Semidefinite Programming for 3D Genome Reconstruction

 

Last changed: 2024-12-03