Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "access_rights": "",
2
  "access_rights": "",
            
3
  "author": "Alejandro Guerrero-L\u00f3pez",
3
  "author": "Alejandro Guerrero-L\u00f3pez",
            
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.2207.09185",
7
  "defined_in": "https://doi.org/10.48550/arXiv.2207.09185",
            
8
  "doi": "10.57702/af122lem",
8
  "doi": "10.57702/af122lem",
            
n
9
  "doi_date_published": null,
n
9
  "doi_date_published": "2024-12-02",
            
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": "Carlos Sevilla-Salcedo",
15
      "extra_author": "Carlos Sevilla-Salcedo",
            
16
      "orcid": ""
16
      "orcid": ""
            
17
    },
17
    },
            
18
    {
18
    {
            
19
      "extra_author": "Vanessa G\u00f3mez-Verdejo",
19
      "extra_author": "Vanessa G\u00f3mez-Verdejo",
            
20
      "orcid": ""
20
      "orcid": ""
            
21
    },
21
    },
            
22
    {
22
    {
            
23
      "extra_author": "Pablo M. Olmos",
23
      "extra_author": "Pablo M. Olmos",
            
24
      "orcid": ""
24
      "orcid": ""
            
25
    }
25
    }
            
26
  ],
26
  ],
            
27
  "groups": [
27
  "groups": [
            
28
    {
28
    {
            
29
      "description": "",
29
      "description": "",
            
30
      "display_name": "Factor Analysis",
30
      "display_name": "Factor Analysis",
            
31
      "id": "d6bf2840-0d55-4bc5-a92c-4f55c57486a8",
31
      "id": "d6bf2840-0d55-4bc5-a92c-4f55c57486a8",
            
32
      "image_display_url": "",
32
      "image_display_url": "",
            
33
      "name": "factor-analysis",
33
      "name": "factor-analysis",
            
34
      "title": "Factor Analysis"
34
      "title": "Factor Analysis"
            
35
    },
35
    },
            
36
    {
36
    {
            
37
      "description": "",
37
      "description": "",
            
38
      "display_name": "Flexible",
38
      "display_name": "Flexible",
            
39
      "id": "1245137e-49f2-4153-8bbd-447133bc72f0",
39
      "id": "1245137e-49f2-4153-8bbd-447133bc72f0",
            
40
      "image_display_url": "",
40
      "image_display_url": "",
            
41
      "name": "flexible",
41
      "name": "flexible",
            
42
      "title": "Flexible"
42
      "title": "Flexible"
            
43
    },
43
    },
            
44
    {
44
    {
            
45
      "description": "",
45
      "description": "",
            
46
      "display_name": "Heterogeneous",
46
      "display_name": "Heterogeneous",
            
47
      "id": "3d45c937-5626-476c-9e25-ea67c18cb604",
47
      "id": "3d45c937-5626-476c-9e25-ea67c18cb604",
            
48
      "image_display_url": "",
48
      "image_display_url": "",
            
49
      "name": "heterogeneous",
49
      "name": "heterogeneous",
            
50
      "title": "Heterogeneous"
50
      "title": "Heterogeneous"
            
51
    },
51
    },
            
52
    {
52
    {
            
53
      "description": "",
53
      "description": "",
            
54
      "display_name": "Hierarchical",
54
      "display_name": "Hierarchical",
            
55
      "id": "d89bb9c9-f636-44d3-a04d-9bbe963a1bfa",
55
      "id": "d89bb9c9-f636-44d3-a04d-9bbe963a1bfa",
            
56
      "image_display_url": "",
56
      "image_display_url": "",
            
57
      "name": "hierarchical",
57
      "name": "hierarchical",
            
58
      "title": "Hierarchical"
58
      "title": "Hierarchical"
            
59
    },
59
    },
            
60
    {
60
    {
            
61
      "description": "",
61
      "description": "",
            
62
      "display_name": "Multimodal",
62
      "display_name": "Multimodal",
            
63
      "id": "ac03deaa-2ac0-44de-a51f-bc240b4d774e",
63
      "id": "ac03deaa-2ac0-44de-a51f-bc240b4d774e",
            
64
      "image_display_url": "",
64
      "image_display_url": "",
            
65
      "name": "multimodal",
65
      "name": "multimodal",
            
66
      "title": "Multimodal"
66
      "title": "Multimodal"
            
67
    },
67
    },
            
68
    {
68
    {
            
69
      "description": "",
69
      "description": "",
            
70
      "display_name": "VAE",
70
      "display_name": "VAE",
            
71
      "id": "98409e3a-963e-4453-9818-a11b933347ec",
71
      "id": "98409e3a-963e-4453-9818-a11b933347ec",
            
72
      "image_display_url": "",
72
      "image_display_url": "",
            
73
      "name": "vae",
73
      "name": "vae",
            
74
      "title": "VAE"
74
      "title": "VAE"
            
75
    }
75
    }
            
76
  ],
76
  ],
            
77
  "id": "df06689c-c167-46c3-b5df-59c691df934c",
77
  "id": "df06689c-c167-46c3-b5df-59c691df934c",
            
78
  "isopen": false,
78
  "isopen": false,
            
79
  "landing_page": "",
79
  "landing_page": "",
            
80
  "license_title": null,
80
  "license_title": null,
            
81
  "link_orkg": "",
81
  "link_orkg": "",
            
82
  "metadata_created": "2024-12-02T18:15:38.683610",
82
  "metadata_created": "2024-12-02T18:15:38.683610",
            
n
83
  "metadata_modified": "2024-12-02T18:15:38.683616",
n
83
  "metadata_modified": "2024-12-02T18:15:39.163870",
            
84
  "name": 
84
  "name": 
            
85
rarchical-variational-autoencoders-with-factor-analysis-latent-space",
85
rarchical-variational-autoencoders-with-factor-analysis-latent-space",
            
86
  "notes": "Real-world databases are complex and usually require 
86
  "notes": "Real-world databases are complex and usually require 
            
87
dealing with heterogeneous and mixed data types making the 
87
dealing with heterogeneous and mixed data types making the 
            
88
exploitation of shared information between views a critical issue. For 
88
exploitation of shared information between views a critical issue. For 
            
89
this purpose, recent studies based on deep generative models merge all 
89
this purpose, recent studies based on deep generative models merge all 
            
90
views into a nonlinear complex latent space, which can share 
90
views into a nonlinear complex latent space, which can share 
            
91
information among views.",
91
information among views.",
            
n
92
  "num_resources": 0,
n
92
  "num_resources": 1,
            
93
  "num_tags": 6,
93
  "num_tags": 6,
            
94
  "organization": {
94
  "organization": {
            
95
    "approval_status": "approved",
95
    "approval_status": "approved",
            
96
    "created": "2024-11-25T12:11:38.292601",
96
    "created": "2024-11-25T12:11:38.292601",
            
97
    "description": "",
97
    "description": "",
            
98
    "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
98
    "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            
99
    "image_url": "",
99
    "image_url": "",
            
100
    "is_organization": true,
100
    "is_organization": true,
            
101
    "name": "no-organization",
101
    "name": "no-organization",
            
102
    "state": "active",
102
    "state": "active",
            
103
    "title": "No Organization",
103
    "title": "No Organization",
            
104
    "type": "organization"
104
    "type": "organization"
            
105
  },
105
  },
            
106
  "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
106
  "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            
107
  "private": false,
107
  "private": false,
            
108
  "relationships_as_object": [],
108
  "relationships_as_object": [],
            
109
  "relationships_as_subject": [],
109
  "relationships_as_subject": [],
            
t
110
  "resources": [],
t
110
  "resources": [
            
111
    {
            
112
      "cache_last_updated": null,
            
113
      "cache_url": null,
            
114
      "created": "2024-12-02T18:38:42",
            
115
      "data": [
            
116
        "dcterms:title",
            
117
        "dcterms:accessRights",
            
118
        "dcterms:creator",
            
119
        "dcterms:description",
            
120
        "dcterms:issued",
            
121
        "dcterms:language",
            
122
        "dcterms:identifier",
            
123
        "dcat:theme",
            
124
        "dcterms:type",
            
125
        "dcat:keyword",
            
126
        "dcat:landingPage",
            
127
        "dcterms:hasVersion",
            
128
        "dcterms:format",
            
129
        "mls:task",
            
130
        "datacite:isDescribedBy"
            
131
      ],
            
132
      "description": "The json representation of the dataset with its 
            
133
distributions based on DCAT.",
            
134
      "format": "JSON",
            
135
      "hash": "",
            
136
      "id": "abb4b402-ca6e-4cef-b77e-ebb9866ec340",
            
137
      "last_modified": "2024-12-02T18:15:39.154504",
            
138
      "metadata_modified": "2024-12-02T18:15:39.166651",
            
139
      "mimetype": "application/json",
            
140
      "mimetype_inner": null,
            
141
      "name": "Original Metadata",
            
142
      "package_id": "df06689c-c167-46c3-b5df-59c691df934c",
            
143
      "position": 0,
            
144
      "resource_type": null,
            
145
      "size": 1148,
            
146
      "state": "active",
            
147
      "url": 
            
148
resource/abb4b402-ca6e-4cef-b77e-ebb9866ec340/download/metadata.json",
            
149
      "url_type": "upload"
            
150
    }
            
151
  ],
            
111
  "services_used_list": "",
152
  "services_used_list": "",
            
112
  "state": "active",
153
  "state": "active",
            
113
  "tags": [
154
  "tags": [
            
114
    {
155
    {
            
115
      "display_name": "VAE",
156
      "display_name": "VAE",
            
116
      "id": "3d09fca3-2b24-425e-b566-6847f82c700d",
157
      "id": "3d09fca3-2b24-425e-b566-6847f82c700d",
            
117
      "name": "VAE",
158
      "name": "VAE",
            
118
      "state": "active",
159
      "state": "active",
            
119
      "vocabulary_id": null
160
      "vocabulary_id": null
            
120
    },
161
    },
            
121
    {
162
    {
            
122
      "display_name": "factor analysis",
163
      "display_name": "factor analysis",
            
123
      "id": "94e5346d-b5bc-4558-bad8-e0e206a2d143",
164
      "id": "94e5346d-b5bc-4558-bad8-e0e206a2d143",
            
124
      "name": "factor analysis",
165
      "name": "factor analysis",
            
125
      "state": "active",
166
      "state": "active",
            
126
      "vocabulary_id": null
167
      "vocabulary_id": null
            
127
    },
168
    },
            
128
    {
169
    {
            
129
      "display_name": "flexible",
170
      "display_name": "flexible",
            
130
      "id": "618d9c8f-5ec0-476d-85e6-5c7d87dcfdeb",
171
      "id": "618d9c8f-5ec0-476d-85e6-5c7d87dcfdeb",
            
131
      "name": "flexible",
172
      "name": "flexible",
            
132
      "state": "active",
173
      "state": "active",
            
133
      "vocabulary_id": null
174
      "vocabulary_id": null
            
134
    },
175
    },
            
135
    {
176
    {
            
136
      "display_name": "heterogeneous",
177
      "display_name": "heterogeneous",
            
137
      "id": "b78e46a5-665b-4fc2-ae43-2c3a30da7d91",
178
      "id": "b78e46a5-665b-4fc2-ae43-2c3a30da7d91",
            
138
      "name": "heterogeneous",
179
      "name": "heterogeneous",
            
139
      "state": "active",
180
      "state": "active",
            
140
      "vocabulary_id": null
181
      "vocabulary_id": null
            
141
    },
182
    },
            
142
    {
183
    {
            
143
      "display_name": "hierarchical",
184
      "display_name": "hierarchical",
            
144
      "id": "a97f0884-cb34-44b4-9599-c30a203e0907",
185
      "id": "a97f0884-cb34-44b4-9599-c30a203e0907",
            
145
      "name": "hierarchical",
186
      "name": "hierarchical",
            
146
      "state": "active",
187
      "state": "active",
            
147
      "vocabulary_id": null
188
      "vocabulary_id": null
            
148
    },
189
    },
            
149
    {
190
    {
            
150
      "display_name": "multimodal",
191
      "display_name": "multimodal",
            
151
      "id": "4745f088-5be4-4d37-a24e-aca313dbac95",
192
      "id": "4745f088-5be4-4d37-a24e-aca313dbac95",
            
152
      "name": "multimodal",
193
      "name": "multimodal",
            
153
      "state": "active",
194
      "state": "active",
            
154
      "vocabulary_id": null
195
      "vocabulary_id": null
            
155
    }
196
    }
            
156
  ],
197
  ],
            
157
  "title": "Multimodal hierarchical Variational AutoEncoders with 
198
  "title": "Multimodal hierarchical Variational AutoEncoders with 
            
158
Factor Analysis latent space",
199
Factor Analysis latent space",
            
159
  "type": "dataset",
200
  "type": "dataset",
            
160
  "version": ""
201
  "version": ""
            
161
}
202
}