Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "access_rights": "",
2
  "access_rights": "",
            
3
  "author": "Niannan Xue",
3
  "author": "Niannan Xue",
            
4
  "author_email": "",
4
  "author_email": "",
            
5
  "citation": [],
5
  "citation": [],
            
6
  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
6
  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            
7
  "defined_in": "https://doi.org/10.48550/arXiv.1709.04836",
7
  "defined_in": "https://doi.org/10.48550/arXiv.1709.04836",
            
8
  "doi": "10.57702/30ojyuz4",
8
  "doi": "10.57702/30ojyuz4",
            
n
9
  "doi_date_published": null,
n
9
  "doi_date_published": "2024-12-16",
            
10
  "doi_publisher": "TIB",
10
  "doi_publisher": "TIB",
            
n
11
  "doi_status": false,
n
11
  "doi_status": true,
            
12
  "domain": "https://service.tib.eu/ldmservice",
12
  "domain": "https://service.tib.eu/ldmservice",
            
13
  "extra_authors": [
13
  "extra_authors": [
            
14
    {
14
    {
            
15
      "extra_author": "Jiankang Deng",
15
      "extra_author": "Jiankang Deng",
            
16
      "orcid": ""
16
      "orcid": ""
            
17
    },
17
    },
            
18
    {
18
    {
            
19
      "extra_author": "Yannis Panagakis",
19
      "extra_author": "Yannis Panagakis",
            
20
      "orcid": ""
20
      "orcid": ""
            
21
    },
21
    },
            
22
    {
22
    {
            
23
      "extra_author": "Stefanos Zafeiriou",
23
      "extra_author": "Stefanos Zafeiriou",
            
24
      "orcid": ""
24
      "orcid": ""
            
25
    }
25
    }
            
26
  ],
26
  ],
            
27
  "groups": [
27
  "groups": [
            
28
    {
28
    {
            
29
      "description": "",
29
      "description": "",
            
30
      "display_name": "Feature Extraction",
30
      "display_name": "Feature Extraction",
            
31
      "id": "439d3790-b0ca-4087-8d97-e18bce825038",
31
      "id": "439d3790-b0ca-4087-8d97-e18bce825038",
            
32
      "image_display_url": "",
32
      "image_display_url": "",
            
33
      "name": "feature-extraction",
33
      "name": "feature-extraction",
            
34
      "title": "Feature Extraction"
34
      "title": "Feature Extraction"
            
35
    },
35
    },
            
36
    {
36
    {
            
37
      "description": "",
37
      "description": "",
            
38
      "display_name": "Principal Component Analysis",
38
      "display_name": "Principal Component Analysis",
            
39
      "id": "a585af05-0149-4f67-9fd8-c76a4d3b7562",
39
      "id": "a585af05-0149-4f67-9fd8-c76a4d3b7562",
            
40
      "image_display_url": "",
40
      "image_display_url": "",
            
41
      "name": "principal-component-analysis",
41
      "name": "principal-component-analysis",
            
42
      "title": "Principal Component Analysis"
42
      "title": "Principal Component Analysis"
            
43
    },
43
    },
            
44
    {
44
    {
            
45
      "description": "",
45
      "description": "",
            
46
      "display_name": "Robustness",
46
      "display_name": "Robustness",
            
47
      "id": "13d8f5a2-5da2-4a2e-81c3-5c941fdd1900",
47
      "id": "13d8f5a2-5da2-4a2e-81c3-5c941fdd1900",
            
48
      "image_display_url": "",
48
      "image_display_url": "",
            
49
      "name": "robustness",
49
      "name": "robustness",
            
50
      "title": "Robustness"
50
      "title": "Robustness"
            
51
    }
51
    }
            
52
  ],
52
  ],
            
53
  "id": "7935c3a2-af2c-45f7-a58c-c9f99c39520c",
53
  "id": "7935c3a2-af2c-45f7-a58c-c9f99c39520c",
            
54
  "isopen": false,
54
  "isopen": false,
            
55
  "landing_page": "",
55
  "landing_page": "",
            
56
  "license_title": null,
56
  "license_title": null,
            
57
  "link_orkg": "",
57
  "link_orkg": "",
            
58
  "metadata_created": "2024-12-16T23:56:55.361000",
58
  "metadata_created": "2024-12-16T23:56:55.361000",
            
n
59
  "metadata_modified": "2024-12-16T23:56:55.361007",
n
59
  "metadata_modified": "2024-12-16T23:56:55.835006",
            
60
  "name": 
60
  "name": 
            
61
nformed-non-convex-robust-principal-component-analysis-with-features",
61
nformed-non-convex-robust-principal-component-analysis-with-features",
            
62
  "notes": "The dataset used in this paper is a low-rank matrix M, 
62
  "notes": "The dataset used in this paper is a low-rank matrix M, 
            
63
which can be decomposed into a low-rank component L\u2217 and a sparse 
63
which can be decomposed into a low-rank component L\u2217 and a sparse 
            
64
error matrix S\u2217. The authors use this dataset to test their 
64
error matrix S\u2217. The authors use this dataset to test their 
            
65
proposed algorithm for robust principal component analysis with 
65
proposed algorithm for robust principal component analysis with 
            
66
features.",
66
features.",
            
n
67
  "num_resources": 0,
n
67
  "num_resources": 1,
            
68
  "num_tags": 5,
68
  "num_tags": 5,
            
69
  "organization": {
69
  "organization": {
            
70
    "approval_status": "approved",
70
    "approval_status": "approved",
            
71
    "created": "2024-11-25T12:11:38.292601",
71
    "created": "2024-11-25T12:11:38.292601",
            
72
    "description": "",
72
    "description": "",
            
73
    "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
73
    "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            
74
    "image_url": "",
74
    "image_url": "",
            
75
    "is_organization": true,
75
    "is_organization": true,
            
76
    "name": "no-organization",
76
    "name": "no-organization",
            
77
    "state": "active",
77
    "state": "active",
            
78
    "title": "No Organization",
78
    "title": "No Organization",
            
79
    "type": "organization"
79
    "type": "organization"
            
80
  },
80
  },
            
81
  "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
81
  "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            
82
  "private": false,
82
  "private": false,
            
83
  "relationships_as_object": [],
83
  "relationships_as_object": [],
            
84
  "relationships_as_subject": [],
84
  "relationships_as_subject": [],
            
t
85
  "resources": [],
t
85
  "resources": [
            
86
    {
            
87
      "cache_last_updated": null,
            
88
      "cache_url": null,
            
89
      "created": "2024-12-16T23:37:13",
            
90
      "data": [
            
91
        "dcterms:title",
            
92
        "dcterms:accessRights",
            
93
        "dcterms:creator",
            
94
        "dcterms:description",
            
95
        "dcterms:issued",
            
96
        "dcterms:language",
            
97
        "dcterms:identifier",
            
98
        "dcat:theme",
            
99
        "dcterms:type",
            
100
        "dcat:keyword",
            
101
        "dcat:landingPage",
            
102
        "dcterms:hasVersion",
            
103
        "dcterms:format",
            
104
        "mls:task",
            
105
        "datacite:isDescribedBy"
            
106
      ],
            
107
      "description": "The json representation of the dataset with its 
            
108
distributions based on DCAT.",
            
109
      "format": "JSON",
            
110
      "hash": "",
            
111
      "id": "5e85545d-50e4-4d6f-90a3-c67a32104194",
            
112
      "last_modified": "2024-12-16T23:56:55.827454",
            
113
      "metadata_modified": "2024-12-16T23:56:55.837725",
            
114
      "mimetype": "application/json",
            
115
      "mimetype_inner": null,
            
116
      "name": "Original Metadata",
            
117
      "package_id": "7935c3a2-af2c-45f7-a58c-c9f99c39520c",
            
118
      "position": 0,
            
119
      "resource_type": null,
            
120
      "size": 1029,
            
121
      "state": "active",
            
122
      "url": 
            
123
resource/5e85545d-50e4-4d6f-90a3-c67a32104194/download/metadata.json",
            
124
      "url_type": "upload"
            
125
    }
            
126
  ],
            
86
  "services_used_list": "",
127
  "services_used_list": "",
            
87
  "state": "active",
128
  "state": "active",
            
88
  "tags": [
129
  "tags": [
            
89
    {
130
    {
            
90
      "display_name": "feature extraction",
131
      "display_name": "feature extraction",
            
91
      "id": "203a89ad-8cbc-4e08-955b-02020e7329d5",
132
      "id": "203a89ad-8cbc-4e08-955b-02020e7329d5",
            
92
      "name": "feature extraction",
133
      "name": "feature extraction",
            
93
      "state": "active",
134
      "state": "active",
            
94
      "vocabulary_id": null
135
      "vocabulary_id": null
            
95
    },
136
    },
            
96
    {
137
    {
            
97
      "display_name": "low-rank matrix",
138
      "display_name": "low-rank matrix",
            
98
      "id": "c996a115-ef51-42e6-b8a2-488d8e417129",
139
      "id": "c996a115-ef51-42e6-b8a2-488d8e417129",
            
99
      "name": "low-rank matrix",
140
      "name": "low-rank matrix",
            
100
      "state": "active",
141
      "state": "active",
            
101
      "vocabulary_id": null
142
      "vocabulary_id": null
            
102
    },
143
    },
            
103
    {
144
    {
            
104
      "display_name": "principal component analysis",
145
      "display_name": "principal component analysis",
            
105
      "id": "1bbf2221-f577-4a3a-9862-8995200f9060",
146
      "id": "1bbf2221-f577-4a3a-9862-8995200f9060",
            
106
      "name": "principal component analysis",
147
      "name": "principal component analysis",
            
107
      "state": "active",
148
      "state": "active",
            
108
      "vocabulary_id": null
149
      "vocabulary_id": null
            
109
    },
150
    },
            
110
    {
151
    {
            
111
      "display_name": "robustness",
152
      "display_name": "robustness",
            
112
      "id": "d02ce9dd-5b63-47cc-b3c7-68ba3c79d3be",
153
      "id": "d02ce9dd-5b63-47cc-b3c7-68ba3c79d3be",
            
113
      "name": "robustness",
154
      "name": "robustness",
            
114
      "state": "active",
155
      "state": "active",
            
115
      "vocabulary_id": null
156
      "vocabulary_id": null
            
116
    },
157
    },
            
117
    {
158
    {
            
118
      "display_name": "sparse error matrix",
159
      "display_name": "sparse error matrix",
            
119
      "id": "afc3fb07-7f98-4d4c-a97e-7a3f35ac6c80",
160
      "id": "afc3fb07-7f98-4d4c-a97e-7a3f35ac6c80",
            
120
      "name": "sparse error matrix",
161
      "name": "sparse error matrix",
            
121
      "state": "active",
162
      "state": "active",
            
122
      "vocabulary_id": null
163
      "vocabulary_id": null
            
123
    }
164
    }
            
124
  ],
165
  ],
            
125
  "title": "Informed Non-convex Robust Principal Component Analysis 
166
  "title": "Informed Non-convex Robust Principal Component Analysis 
            
126
with Features",
167
with Features",
            
127
  "type": "dataset",
168
  "type": "dataset",
            
128
  "version": ""
169
  "version": ""
            
129
}
170
}