Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

Zafar Hussain; Jukka K Nurminen; Perttu Ranta-aho

doi:10.1145/3589883.3589892

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

Zafar Hussain, Jukka K Nurminen, Perttu Ranta-aho

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	8th International Conference on Machine Learning Technologies
Antal sidor	7
Utgivningsort	Stockholm, Sweden
Förlag	ACM
Utgivningsdatum	11 mars 2023
Sidor	61-67
ISBN (elektroniskt)	978-1-4503-9833-6
DOI	https://doi.org/10.1145/3589883.3589892
Status	Publicerad - 11 mars 2023
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	International Conference on Machine Learning Technologies - Stockholm, Sverige Varaktighet: 10 mars 2023 → 12 mars 2023 Konferensnummer: 8

Publikationsserier

Namn	Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023
Förlag	ASSOC COMPUTING MACHINERY

Vetenskapsgrenar

113 Data- och informationsvetenskap

Åtkomst av dokument

10.1145/3589883.3589892Licens: CC BY

LearningSlutlig publicerad version, 627 KBLicens: CC BY

IVVES: Industrial-grade Verification and Validation of Evolving Systems
Mikkonen, T., Nurminen, J. K., Becker, L. V. A., Halvari, T. P., Hussain, Z., Kauhanen, E. O., Kramar, V. T., Laanti, T. M., Mikkonen, T., Muiruri, D., Myllyaho, L., Mylläri, J., Raatikainen, M., Salmenperä, I. E., Steenari, J. P., Stirbu, V. A., Valjakka, J. H., Hussain, Z., Myllyaho, L. & Raatikainen, M.
Business Finland Oy
01/01/2020 → 31/03/2024
Projekt: Business Finland

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@inproceedings{785d4c10f240463c9ded1b30c11e5e28,

title = "Learning the Structure of Commands by Detecting Random Tokens Using Markov Model",

keywords = "113 Computer and information sciences, Clustering, Command-Line, Commands, Markov model, Random Tokens, Randomness, Regular Expressions, Sentence Embeddings, Word Embeddings",

author = "Zafar Hussain and Nurminen, {Jukka K} and Perttu Ranta-aho",

year = "2023",

month = mar,

day = "11",

doi = "10.1145/3589883.3589892",

language = "English",

series = "Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023",

publisher = "ACM ",

pages = "61--67",

booktitle = "8th International Conference on Machine Learning Technologies",

address = "International",

note = "International Conference on Machine Learning Technologies, ICMLT 2023 ; Conference date: 10-03-2023 Through 12-03-2023",

}

Hussain, Z , Nurminen, JK & Ranta-aho, P 2023, Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. i 8th International Conference on Machine Learning Technologies. Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023, ACM , Stockholm, Sweden, s. 61-67, International Conference on Machine Learning Technologies, Stockholm, Sverige, 10/03/2023. https://doi.org/10.1145/3589883.3589892

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model. / Hussain, Zafar ; Nurminen, Jukka K; Ranta-aho, Perttu.
8th International Conference on Machine Learning Technologies. Stockholm, Sweden: ACM , 2023. s. 61-67 (Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

AU - Hussain, Zafar

AU - Nurminen, Jukka K

AU - Ranta-aho, Perttu

N1 - Conference code: 8

PY - 2023/3/11

Y1 - 2023/3/11

KW - 113 Computer and information sciences

KW - Clustering

KW - Command-Line

KW - Commands

KW - Markov model

KW - Random Tokens

KW - Randomness

KW - Regular Expressions

KW - Sentence Embeddings

KW - Word Embeddings

U2 - 10.1145/3589883.3589892

DO - 10.1145/3589883.3589892

M3 - Conference contribution

T3 - Proceedings of 2023 8th International Conference on Machine Learning Technologies, ICMLT 2023

SP - 61

EP - 67

BT - 8th International Conference on Machine Learning Technologies

PB - ACM

CY - Stockholm, Sweden

T2 - International Conference on Machine Learning Technologies

Y2 - 10 March 2023 through 12 March 2023

ER -

Learning the Structure of Commands by Detecting Random Tokens Using Markov Model

Publikationsserier

Vetenskapsgrenar

Åtkomst av dokument

Projekt

IVVES: Industrial-grade Verification and Validation of Evolving Systems

Citera det här