Mandy Lange - RankMe

Year	Rank	Type	Title / Venue / Authors
2016	J	`jnl`	Learning matrix quantization and relevance learning based on Schatten-p-norms. Neurocomputing Andrea Bohnsack, Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann
2015	B	`conf`	Learning matrix quantization and variants of relevance learning. ESANN Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann
2015	—	`conf`	Mathematical Characterization of Sophisticated Variants for Relevance Learning in Learning Matrix Quantization Based on Schatten-p-norms. ICAISC (1) Andrea Bohnsack, Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann
2015	J	`jnl`	Non-Euclidean principal component analysis by Hebbian learning. Neurocomputing Mandy Lange, Michael Biehl, Thomas Villmann
2014	—	`ed.`	Advances in Self-Organizing Maps and Learning Vector Quantization - Proceedings of the 10th International Workshop, WSOM 2014, Mittweida, Germany, July, 2-4, 2014 WSOM Thomas Villmann, Frank-Michael Schleif, Marika Kaden, Mandy Lange
2014	B	`conf`	Applications of lp-Norms and their Smooth Approximations for Gradient Based Learning Vector Quantization. ESANN Mandy Lange, Dietlind Zühlke, Olaf Holz, Thomas Villmann
2014	—	`conf`	Non-euclidean Principal Component Analysis for Matrices by Hebbian Learning. ICAISC (1) Mandy Lange, David Nebel, Thomas Villmann
2014	—	`conf`	Partial Mutual Information for Classification of Gene Expression Data by Learning Vector Quantization. WSOM Mandy Lange, David Nebel, Thomas Villmann
2014	C	`conf`	Precision-Recall-Optimization in Learning Vector Quantization Classifiers for Improved Medical Classification Systems. CIDM Thomas Villmann, Marika Kaden, Mandy Lange, Paul Sturmer, Wieland Hermann
2013	B	`conf`	About analysis and robust classification of searchlight fMRI-data using machine learning classifiers. IJCNN Mandy Lange, Marika Kästner, Thomas Villmann
2013	J	`jnl`	Clustering by Fuzzy Neural Gas and Evaluation of Fuzzy Clusters. Comput. Intell. Neurosci. Tina Geweniger, Lydia Fischer, Marika Kaden, Mandy Lange, Thomas Villmann
2013	B	`conf`	Non-Euclidean independent component analysis and Oja's learning. ESANN Mandy Lange, Michael Biehl, Thomas Villmann
2012	—	`conf`	Fuzzy Neural Gas for Unsupervised Vector Quantization. ICAISC (1) Thomas Villmann, Tina Geweniger, Marika Kästner, Mandy Lange
2012	B	`conf`	Modified Conn-Index for the evaluation of fuzzy clusterings. ESANN Tina Geweniger, Marika Kästner, Mandy Lange, Thomas Villmann
2012	—	`conf`	Non-Euclidean Principal Component Analysis and Oja's Learning Rule - Theoretical Aspects. WSOM Michael Biehl, Marika Kästner, Mandy Lange, Thomas Villmann

# Edge Cases Samples
This is a list of samples that represent some edge cases where the extractors fail (completely or in part) to parse information we know to be there

**Sample:**

**VT:**

**Description:**

**Other:**


## PE Samples
### DotNET
**Sample:** `"/Users/p4c0/_samples/test-unzipped/98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7"`

**VT:** https://www.virustotal.com/gui/file/98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7/details

**Description:**
It is recognized as dotnet but it fails to extract any information, returning an empty dictionary:
```
{
    "sha256": "98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7",
    "md5": "a32eca5321baaf3d9b62ed129458a814",
    "sha1": "4524e99a3849c815a48579fb916e53cded739f46",
    "dotnet": {
        "Event" : [],
        "ExternalUnmanagedMethods" : [],
        "ExternalUnmanagedModules" : [],
        "ManifestResource" : [],
        "Resources" : []
    },
    "analysis_date": "2025-01-22 13:16:20.897"
}
```

with the following errors:
```
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Format error dotnet file 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 Full error : 'CLR header of file is most likely corrupt.'
98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting metadata tables for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'existent_metadata_tables'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error extracting GUID for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'guid_stream_guids'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting CLR version for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'get_runtime_target_version'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting module info for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'metadata_table_exists'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting basic properties for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'info'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting assembly flags for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'clr_header'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting more metadata/info clr header for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'get_number_of_streams'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting streams for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'get_stream_names'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting resources for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'has_resources'
```
**Other:**