Changes

On December 2, 2024 at 6:13:51 PM UTC, admin:
Changed title to Training Dataset (previously Training dataset)
Set author of Training Dataset to Juan C. Montoya (previously J. D. Langcaster)
Updated description of Training Dataset from
The dataset used for training and testing the proposed method. It contains 358 sensor measurements, including active power flow on each of the 186 transmission lines, power generation of each generator bus, and voltage of all the 118 buses.
to
The training dataset is a collection of the publicly available Arabic corpora listed below: The unshufﬂed OSCAR corpus (Ortiz Su´arez et al., 2020). The Arabic Wikipedia dump from September 2020. The 1.5B words Arabic Corpus (El-Khair, 2016).
Removed the following tags from Training Dataset
Added the following tags to Training Dataset
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2009.05654 in Training Dataset
Changed value of field extra_authors to [{'extra_author': 'Yinsheng Li', 'orcid': ''}, {'extra_author': 'Charles Strother', 'orcid': ''}, {'extra_author': 'Guang-Hong Chen', 'orcid': ''}] in Training Dataset
Changed value of field citation to ['https://doi.org/10.1016/j.optlastec.2024.110971.', 'https://doi.org/10.48550/arXiv.1801.09520', 'https://doi.org/10.48550/arXiv.2012.15520', 'https://doi.org/10.48550/arXiv.2006.11309', 'https://doi.org/10.1109/ISSREW51248.2020.00067'] in Training Dataset
Changed value of field landing_page to https://example.com/training-dataset in Training Dataset
Deleted resource Original Metadata from Training Dataset
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "J. D. Langcaster", n 3   "author": "Juan C. Montoya",
            4   "author_email": "", 4   "author_email": "",
            5   "citation": [ 5   "citation": [
            n n 6     "https://doi.org/10.1016/j.optlastec.2024.110971.",
            6     "https://doi.org/10.48550/arXiv.1801.09804", 7     "https://doi.org/10.48550/arXiv.1801.09520",
            7     "https://doi.org/10.48550/arXiv.2310.04536" 8     "https://doi.org/10.48550/arXiv.2012.15520",
            9     "https://doi.org/10.48550/arXiv.2006.11309",
            10     "https://doi.org/10.1109/ISSREW51248.2020.00067"
            8   ], 11   ],
            9   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 12   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 10   "defined_in": "https://doi.org/10.48550/arXiv.2310.06948", n 13   "defined_in": "https://doi.org/10.48550/arXiv.2009.05654",
            11   "doi": "10.57702/lv05pgzd", 14   "doi": "10.57702/lv05pgzd",
            12   "doi_date_published": "2024-12-02", 15   "doi_date_published": "2024-12-02",
            13   "doi_publisher": "TIB", 16   "doi_publisher": "TIB",
            14   "doi_status": true, 17   "doi_status": true,
            15   "domain": "https://service.tib.eu/ldmservice", 18   "domain": "https://service.tib.eu/ldmservice",
            16   "extra_authors": [ 19   "extra_authors": [
            17     { 20     {
            n 18       "extra_author": "D. S. Balint", n 21       "extra_author": "Yinsheng Li",
            19       "orcid": "" 22       "orcid": ""
            20     }, 23     },
            21     { 24     {
            n 22       "extra_author": "M. R. Wenman", n 25       "extra_author": "Charles Strother",
            26       "orcid": ""
            27     },
            28     {
            29       "extra_author": "Guang-Hong Chen",
            23       "orcid": "" 30       "orcid": ""
            24     } 31     }
            25   ], 32   ],
            26   "groups": [ 33   "groups": [
            27     { 34     {
            28       "description": "", 35       "description": "",
            n 29       "display_name": "Financial time series", n 36       "display_name": "Arabic Language",
            30       "id": "bdbb1838-91a4-4340-a773-d20a287af085", 37       "id": "b7d6b021-aa33-4b72-b348-832d3f981844",
            31       "image_display_url": "", 38       "image_display_url": "",
            n 32       "name": "financial-time-series", n 39       "name": "arabic-language",
            33       "title": "Financial time series" 40       "title": "Arabic Language"
            34     }, 41     },
            35     { 42     {
            36       "description": "", 43       "description": "",
            n 37       "display_name": "Generative Adversarial Networks", n 44       "display_name": "Bug Report",
            38       "id": "42559fef-c85e-4fb4-8ba0-c1af289545ce", 45       "id": "e1c7c0a2-159d-4adf-96b5-0d179016a4ce",
            39       "image_display_url": "", 46       "image_display_url": "",
            n 40       "name": "generative-adversarial-networks", n 47       "name": "bug-report",
            41       "title": "Generative Adversarial Networks" 48       "title": "Bug Report"
            42     }, 49     },
            43     { 50     {
            44       "description": "", 51       "description": "",
            n 45       "display_name": "Image Processing", n 52       "display_name": "Deep Learning",
            46       "id": "31f537e7-23f2-4663-9ae4-f2147dfbce50", 53       "id": "d2734132-7098-4cc5-9f4c-5f9b6e1d7922",
            47       "image_display_url": "", 54       "image_display_url": "",
            n 48       "name": "image-processing", n 55       "name": "deep-learning",
            49       "title": "Image Processing" 56       "title": "Deep Learning"
            50     }, 57     },
            51     { 58     {
            52       "description": "", 59       "description": "",
            n 53       "display_name": "Industrial Control Systems", n 60       "display_name": "Frequency Control",
            54       "id": "2bccbcca-2119-40bd-b204-b16b0cfb4754", 61       "id": "016e7df8-87f1-4c49-87c3-f6ca94ad4861",
            55       "image_display_url": "", 62       "image_display_url": "",
            n 56       "name": "industrial-control-systems", n 63       "name": "frequency-control",
            57       "title": "Industrial Control Systems" 64       "title": "Frequency Control"
            58     }, 65     },
            59     { 66     {
            60       "description": "", 67       "description": "",
            61       "display_name": "Machine Learning", 68       "display_name": "Machine Learning",
            62       "id": "1d8623c9-adbd-4f91-be1e-53847c4ac32a", 69       "id": "1d8623c9-adbd-4f91-be1e-53847c4ac32a",
            63       "image_display_url": "", 70       "image_display_url": "",
            64       "name": "machine-learning", 71       "name": "machine-learning",
            65       "title": "Machine Learning" 72       "title": "Machine Learning"
            66     }, 73     },
            67     { 74     {
            68       "description": "", 75       "description": "",
            n n 76       "display_name": "Markov Decision Processes",
            77       "id": "5a9fe610-0c02-4e32-84ba-ae80c407e6c2",
            78       "image_display_url": "",
            79       "name": "markov-decision-processes",
            80       "title": "Markov Decision Processes"
            81     },
            82     {
            83       "description": "",
            69       "display_name": "Materials Science", 84       "display_name": "Medical Imaging",
            70       "id": "4cd332f8-2491-4b21-a705-494ae90dd95c", 85       "id": "b86e8f52-a230-44ce-b290-7823c9f6a877",
            71       "image_display_url": "", 86       "image_display_url": "",
            n 72       "name": "materials-science", n 87       "name": "medical-imaging",
            73       "title": "Materials Science" 88       "title": "Medical Imaging"
            74     }, 89     },
            75     { 90     {
            76       "description": "", 91       "description": "",
            n 77       "display_name": "Power Systems", n 92       "display_name": "Natural Language Processing",
            78       "id": "c78653e0-ecba-4f3a-8d95-1c08bbc4f3ae", 93       "id": "5b974bcc-8f79-40fc-a05d-75b861d55ed0",
            79       "image_display_url": "", 94       "image_display_url": "",
            n 80       "name": "power-systems", n 95       "name": "natural-language-processing",
            81       "title": "Power Systems" 96       "title": "Natural Language Processing"
            97     },
            98     {
            99       "description": "",
            100       "display_name": "Neural Networks",
            101       "id": "c9ee57da-3813-4bee-94f4-4a66273cf23f",
            102       "image_display_url": "",
            103       "name": "neural-networks",
            104       "title": "Neural Networks"
            105     },
            106     {
            107       "description": "",
            108       "display_name": "Optical Pulses",
            109       "id": "156e6254-7a07-4f75-a860-5722f02ac637",
            110       "image_display_url": "",
            111       "name": "optical-pulses",
            112       "title": "Optical Pulses"
            113     },
            114     {
            115       "description": "",
            116       "display_name": "Ship Detection",
            117       "id": "6a3066ba-b615-4d1d-a752-88f454e71762",
            118       "image_display_url": "",
            119       "name": "ship-detection",
            120       "title": "Ship Detection"
            121     },
            122     {
            123       "description": "",
            124       "display_name": "State-Action Pairs",
            125       "id": "3d4011f0-6176-499e-93bf-bf374c68bf4f",
            126       "image_display_url": "",
            127       "name": "state-action-pairs",
            128       "title": "State-Action Pairs"
            129     },
            130     {
            131       "description": "",
            132       "display_name": "Training Dataset",
            133       "id": "4a721e27-3b97-4b42-8921-3a61e839e4b9",
            134       "image_display_url": "",
            135       "name": "training-dataset",
            136       "title": "Training Dataset"
            82     } 137     }
            83   ], 138   ],
            84   "id": "5096570d-91ac-494b-8836-0e22000ee6b3", 139   "id": "5096570d-91ac-494b-8836-0e22000ee6b3",
            85   "isopen": false, 140   "isopen": false,
            n 86   "landing_page": "https://ieeexplore.ieee.org/document/XXXX", n 141   "landing_page": "https://example.com/training-dataset",
            87   "license_title": null, 142   "license_title": null,
            88   "link_orkg": "", 143   "link_orkg": "",
            89   "metadata_created": "2024-12-02T18:13:21.405555", 144   "metadata_created": "2024-12-02T18:13:21.405555",
            n 90   "metadata_modified": "2024-12-02T18:13:21.767074", n 145   "metadata_modified": "2024-12-02T18:13:50.473367",
            91   "name": "training-dataset", 146   "name": "training-dataset",
            n 92   "notes": "The dataset used for training and testing the proposed  n 147   "notes": "The training dataset is a collection of the publicly 
            93 method. It contains 358 sensor measurements, including active power  148 available Arabic corpora listed below: The unshuf\ufb02ed OSCAR corpus 
            94 flow on each of the 186 transmission lines, power generation of each  149 (Ortiz Su\u00b4arez et al., 2020). The Arabic Wikipedia dump from 
            95 generator bus, and voltage of all the 118 buses.", 150 September 2020. The 1.5B words Arabic Corpus (El-Khair, 2016).",
            96   "num_resources": 1, 151   "num_resources": 0,
            97   "num_tags": 13, 152   "num_tags": 22,
            98   "organization": { 153   "organization": {
            99     "approval_status": "approved", 154     "approval_status": "approved",
            100     "created": "2024-11-25T12:11:38.292601", 155     "created": "2024-11-25T12:11:38.292601",
            101     "description": "", 156     "description": "",
            102     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 157     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            103     "image_url": "", 158     "image_url": "",
            104     "is_organization": true, 159     "is_organization": true,
            105     "name": "no-organization", 160     "name": "no-organization",
            106     "state": "active", 161     "state": "active",
            107     "title": "No Organization", 162     "title": "No Organization",
            108     "type": "organization" 163     "type": "organization"
            109   }, 164   },
            110   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 165   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            111   "private": false, 166   "private": false,
            112   "relationships_as_object": [], 167   "relationships_as_object": [],
            113   "relationships_as_subject": [], 168   "relationships_as_subject": [],
            n 114   "resources": [ n 169   "resources": [],
            115     { 
            116       "cache_last_updated": null, 
            117       "cache_url": null, 
            118       "created": "2024-12-02T18:38:42", 
            119       "data": [ 
            120         "dcterms:title", 
            121         "dcterms:accessRights", 
            122         "dcterms:creator", 
            123         "dcterms:description", 
            124         "dcterms:issued", 
            125         "dcterms:language", 
            126         "dcterms:identifier", 
            127         "dcat:theme", 
            128         "dcterms:type", 
            129         "dcat:keyword", 
            130         "dcat:landingPage", 
            131         "dcterms:hasVersion", 
            132         "dcterms:format", 
            133         "mls:task", 
            134         "datacite:isDescribedBy" 
            135       ], 
            136       "description": "The json representation of the dataset with its  
            137 distributions based on DCAT.", 
            138       "format": "JSON", 
            139       "hash": "", 
            140       "id": "ec23ee91-24ab-414f-8a12-c1837f13c19d", 
            141       "last_modified": "2024-12-02T18:13:21.758383", 
            142       "metadata_modified": "2024-12-02T18:13:21.769798", 
            143       "mimetype": "application/json", 
            144       "mimetype_inner": null, 
            145       "name": "Original Metadata", 
            146       "package_id": "5096570d-91ac-494b-8836-0e22000ee6b3", 
            147       "position": 0, 
            148       "resource_type": null, 
            149       "size": 1394, 
            150       "state": "active", 
            151       "url":  
            152 resource/ec23ee91-24ab-414f-8a12-c1837f13c19d/download/metadata.json", 
            153       "url_type": "upload" 
            154     } 
            155   ], 
            156   "services_used_list": "", 170   "services_used_list": "",
            157   "state": "active", 171   "state": "active",
            158   "tags": [ 172   "tags": [
            159     { 173     {
            n 160       "display_name": "Commodities", n 174       "display_name": " imitation learning",
            161       "id": "f71197dc-62f3-421f-8ec7-2502d6afd11a", 175       "id": "63f748c2-8313-4d46-92d0-14fcc7930048",
            162       "name": "Commodities", 176       "name": " imitation learning",
            163       "state": "active", 177       "state": "active",
            164       "vocabulary_id": null 178       "vocabulary_id": null
            165     }, 179     },
            166     { 180     {
            n n 181       "display_name": "Arabic Language",
            182       "id": "5339c6bb-e357-4b68-8cf1-2c05487c53c6",
            183       "name": "Arabic Language",
            184       "state": "active",
            185       "vocabulary_id": null
            186     },
            187     {
            167       "display_name": "Equities", 188       "display_name": "Corpus",
            168       "id": "ef64a702-d2a6-40ad-827b-84b37e6dd6d5", 189       "id": "5e434f4b-89f6-489e-9e6e-d2ff6003d493",
            169       "name": "Equities", 190       "name": "Corpus",
            170       "state": "active", 191       "state": "active",
            171       "vocabulary_id": null 192       "vocabulary_id": null
            172     }, 193     },
            173     { 194     {
            n n 195       "display_name": "Deep learning",
            196       "id": "a8638dc7-b339-4a0b-8daa-ef73a49e2688",
            197       "name": "Deep learning",
            198       "state": "active",
            199       "vocabulary_id": null
            200     },
            201     {
            202       "display_name": "INFT",
            203       "id": "3231d9ce-73f0-4318-bf60-bd0f0877f765",
            204       "name": "INFT",
            205       "state": "active",
            206       "vocabulary_id": null
            207     },
            208     {
            209       "display_name": "Markov Decision Processes",
            210       "id": "265af97f-b9c0-49be-a5e8-29a25b672b05",
            211       "name": "Markov Decision Processes",
            212       "state": "active",
            213       "vocabulary_id": null
            214     },
            215     {
            216       "display_name": "Medical imaging",
            217       "id": "908e1e3f-6868-417d-a95a-0aed5609076b",
            218       "name": "Medical imaging",
            219       "state": "active",
            220       "vocabulary_id": null
            221     },
            222     {
            223       "display_name": "NFT",
            224       "id": "b550c1c3-7206-4658-b54a-be0da307ee53",
            225       "name": "NFT",
            226       "state": "active",
            227       "vocabulary_id": null
            228     },
            229     {
            230       "display_name": "Natural Language Processing",
            231       "id": "035ca6e6-7473-43c7-82b3-cb1c2b4131fe",
            232       "name": "Natural Language Processing",
            233       "state": "active",
            234       "vocabulary_id": null
            235     },
            236     {
            174       "display_name": "Financial time series", 237       "display_name": "Optical Pulses",
            175       "id": "b2791202-a438-4b1e-a0de-d12c3a6caee9", 238       "id": "077b77a1-1d39-40a5-b061-1533d3d0933f",
            176       "name": "Financial time series", 239       "name": "Optical Pulses",
            177       "state": "active", 240       "state": "active",
            178       "vocabulary_id": null 241       "vocabulary_id": null
            179     }, 242     },
            180     { 243     {
            n n 244       "display_name": "SPOT-5 satellite",
            245       "id": "33b6a030-a2f8-411a-a0b3-ee0c286a8ce0",
            246       "name": "SPOT-5 satellite",
            247       "state": "active",
            248       "vocabulary_id": null
            249     },
            250     {
            181       "display_name": "Foreign exchange", 251       "display_name": "Training Dataset",
            182       "id": "162cb8ab-2a17-4af3-ac61-ff58d0c30872", 252       "id": "45b6829a-23d2-4861-9d8b-38828cd9e0d5",
            183       "name": "Foreign exchange", 253       "name": "Training Dataset",
            254       "state": "active",
            255       "vocabulary_id": null
            256     },
            257     {
            258       "display_name": "Training dataset",
            259       "id": "dcc61f16-3c85-4a24-ae5c-bceaa702ec2d",
            260       "name": "Training dataset",
            261       "state": "active",
            262       "vocabulary_id": null
            263     },
            264     {
            265       "display_name": "bug report",
            266       "id": "dc00875b-d6dc-4bf4-b4a9-36234a2196fd",
            267       "name": "bug report",
            268       "state": "active",
            269       "vocabulary_id": null
            270     },
            271     {
            272       "display_name": "dataset",
            273       "id": "ce5ad030-ca3d-47e6-abd1-5c92a2806f1b",
            184       "state": "active", 274       "name": "dataset",
            275       "state": "active",
            185       "vocabulary_id": null 276       "vocabulary_id": null
            186     }, 277     },
            187     { 278     {
            n n 279       "display_name": "deep learning",
            280       "id": "19e41883-3799-4184-9e0e-26c95795b119",
            281       "name": "deep learning",
            282       "state": "active",
            283       "vocabulary_id": null
            284     },
            285     {
            286       "display_name": "frequency control",
            287       "id": "02b00f34-ef5e-4744-aed2-9500bc4d2049",
            288       "name": "frequency control",
            289       "state": "active",
            290       "vocabulary_id": null
            291     },
            292     {
            188       "display_name": "Machine learning", 293       "display_name": "machine learning",
            189       "id": "7c8050e7-2e86-4a96-aebe-6c582621940d", 294       "id": "9e42784b-6ee7-47e8-a69a-28b8c510212b",
            190       "name": "Machine learning", 295       "name": "machine learning",
            191       "state": "active", 296       "state": "active",
            192       "vocabulary_id": null 297       "vocabulary_id": null
            193     }, 298     },
            194     { 299     {
            n 195       "display_name": "Microstructure analysis", n 300       "display_name": "neural networks",
            196       "id": "fff8943b-a6d0-446f-99ac-1bc163fd0776", 301       "id": "8ef5d32b-4073-4531-87bc-4b4676fd22b8",
            197       "name": "Microstructure analysis", 302       "name": "neural networks",
            198       "state": "active", 303       "state": "active",
            199       "vocabulary_id": null 304       "vocabulary_id": null
            200     }, 305     },
            201     { 306     {
            n n 307       "display_name": "ship detection",
            308       "id": "4ed8f748-fa93-48f1-ad3b-c679525284e4",
            309       "name": "ship detection",
            310       "state": "active",
            311       "vocabulary_id": null
            312     },
            313     {
            314       "display_name": "state-action pairs",
            315       "id": "72acfc98-022f-49d1-8447-04be30a54f36",
            316       "name": "state-action pairs",
            317       "state": "active",
            318       "vocabulary_id": null
            319     },
            320     {
            202       "display_name": "Training data", 321       "display_name": "training dataset",
            203       "id": "9f997cac-beef-43b1-8b64-e06832ee810f", 322       "id": "f28c603c-f1f6-4420-ab40-81d154be516c",
            204       "name": "Training data", 323       "name": "training dataset",
            205       "state": "active", 
            206       "vocabulary_id": null 
            207     }, 
            208     { 
            209       "display_name": "flashover", 
            210       "id": "dc864a22-f88d-4c50-a9cc-e4c450a1ff0f", 
            211       "name": "flashover", 
            212       "state": "active", 
            213       "vocabulary_id": null 
            214     }, 
            215     { 
            216       "display_name": "generative adversarial networks", 
            217       "id": "36e9f1c3-53c4-4a0b-97ea-9844f4a18fd3", 
            218       "name": "generative adversarial networks", 
            219       "state": "active", 
            220       "vocabulary_id": null 
            221     }, 
            222     { 
            223       "display_name": "image processing", 
            224       "id": "12b6291b-2e80-4736-935f-cc942880df77", 
            225       "name": "image processing", 
            226       "state": "active", 
            227       "vocabulary_id": null 
            228     }, 
            229     { 
            230       "display_name": "industrial control systems", 
            231       "id": "1079ecfd-2682-4cdc-9ae3-253eb89b7069", 
            232       "name": "industrial control systems", 
            233       "state": "active", 
            234       "vocabulary_id": null 
            235     }, 
            236     { 
            237       "display_name": "power systems", 
            238       "id": "1c98ab17-9de8-43b6-a7d5-68c7bdb79731", 
            239       "name": "power systems", 
            240       "state": "active", 
            241       "vocabulary_id": null 
            242     }, 
            243     { 
            244       "display_name": "sensor measurements", 
            245       "id": "7e243ce9-0b51-413a-8c0e-79f7dabe563f", 
            246       "name": "sensor measurements", 
            247       "state": "active", 324       "state": "active",
            248       "vocabulary_id": null 325       "vocabulary_id": null
            249     } 326     }
            250   ], 327   ],
            t 251   "title": "Training dataset", t 328   "title": "Training Dataset",
            252   "type": "dataset", 329   "type": "dataset",
            253   "version": "" 330   "version": ""
            254 } 331 }