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Kaushik, Minakshi (author)
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1
book article EST
/
book article ENG
Big data analytics in association rule mining : a systematic literature review
Shahin, Mahtab
;
Arakkal Peious, Sijo
;
Sharma, Rahul
;
Kaushik, Minakshi
;
Ben Yahia, Sadok
;
Shah, Syed Attique
;
Draheim, Dirk
BDET 2021: 2021 the 3rd International Conference on Big Data Engineering and Technology (BDET) : proceedings
2021
/
p. 40-49
https://doi.org/10.1145/3474944.3474951
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Seotud publikatsioonid
1
Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs
2
book article
Cluster-based association rule mining for an intersection accident dataset
Shahin, Mahtab
;
Saeidi, Soheila
;
Shah, Syed Attique
;
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Draheim, Dirk
2021 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube), 26-27 November 2021 : proceedings
2021
/
6 p
https://doi.org/10.1109/ICECube53880.2021.9628206
book article
Seotud publikatsioonid
1
Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs
3
book article EST
/
book article ENG
Detecting Simpson’s paradox : a machine learning perspective
Sharma, Rahul
;
Garayev, Huseyn
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Tiwari,Prauag
;
Draheim, Dirk
Database and Expert Systems Applications : 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022 : proceedings. Part I
2022
/
p. 323-335 : ill
https://doi.org/10.1007/978-3-031-12423-5_25
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
4
book article EST
/
book article ENG
Detecting Simpson’s paradox : a step towards fairness in machine learning
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Bertl, Markus
;
Ankit, Vidyarthi
;
Ashwani, Kumar
;
Draheim, Dirk
New Trends in Database and Information Systems : ADBIS 2022 Short Papers, Doctoral Consortium and Workshops : DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022 : proceedings
2022
/
p. 67-76 : ill
https://doi.org/10.1007/978-3-031-15743-1_7
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
5
journal article
Discretizing numerical attributes : an analysis of human perceptions
Kaushik, Minakshi
;
Sharma, Rahul
;
Draheim, Dirk
arXiv.org
2023
/
18 p. : ill
https://doi.org/10.48550/arXiv.2311.03278
journal article
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
6
book article EST
/
book article ENG
Discretizing numerical attributes : an analysis of human perceptions : [conference paper]
Kaushik, Minakshi
;
Sharma, Rahul
;
Vidyarthi, Ankit
;
Draheim, Dirk
New Trends in Database and Information Systems : ADBIS 2022 Short Papers, Doctoral Consortium and Workshops : DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022 : proceedings
2022
/
p. 188-197
https://doi.org/10.1007/978-3-031-15743-1_18
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
7
book article
Existence of the Yule-Simpson effect : an experiment with continuous data
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Shahin, Mahtab
;
Vidyarthi, Ankit
;
Draheim, Dirk
Proceedings of the Confluence 2022 : 12th International Conference on Cloud Computing, Data Science & Engineering, 27-28 January 2022 : Virtual
2022
/
p. 351-355
https://doi.org/10.1109/Confluence52989.2022.9734211
book article
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
8
book article EST
/
book article ENG
Expected vs. unexpected : selecting right measures of interestingness
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Ben Yahia, Sadok
;
Draheim, Dirk
Big Data Analytics and Knowledge Discovery : 22nd International Conference, DaWaK 2020, Bratislava, Slovakia, September 14–17, 2020 : proceedings
2020
/
p. 38-47
https://doi.org/10.1007/978-3-030-59065-9_4
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
9
journal article EST
/
journal article ENG
Exploring factors in a crossroad dataset using cluster-based association rule mining
Shahin, Mahtab
;
Heidari Iman, Mohammad Reza
;
Kaushik, Minakshi
;
Sharma, Rahul
;
Ghasempouri, Tara
;
Draheim, Dirk
Procedia computer science
2022
/
p. 231-238 : ill
https://doi.org/10.1016/j.procs.2022.03.032
Conference proceeding at Scopus
Article at Scopus
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Efficient and effective association rule mining on big data and cloud technology : a multifaceted analysis = Tõhus ja efektiivne assotsiatsioonireeglite kaevandamine suurandmetel ja pilvetehnoloogial : mitmekülgne analüüs
10
dissertation
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
Kaushik, Minakshi
2024
https://www.ester.ee/record=b5652676*est
https://digikogu.taltech.ee/et/Item/b3fc493d-b245-43e2-bd37-87d749cca028
https://doi.org/10.23658/taltech.6/2024
dissertation
Seotud publikatsioonid
8
On the potential of numerical association rule mining
A systematic assessment of numerical association rule mining methods
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Discretizing numerical attributes : an analysis of human perceptions : [conference paper]
An analysis of human perception of partitions of numerical factor domains
Numerical association rule mining : a systematic literature review
Swarm-intelligence algorithms for mining numerical association rules : an exhaustive multi-aspect analysis of performance assessment data
Discretizing numerical attributes : an analysis of human perceptions
11
book article EST
/
book article ENG
Grand reports : a tool for generalizing association rule mining to numeric target values
Arakkal Peious, Sijo
;
Sharma, Rahul
;
Kaushik, Minakshi
;
Shah, Syed Attique
;
Ben Yahia, Sadok
Big Data Analytics and Knowledge Discovery : 22nd International Conference, DaWaK 2020, Bratislava, Slovakia, September 14-17, 2020 : Proceedings
2020
/
p. 28-37
https://doi.org/10.1007/978-3-030-59065-9_3
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
12
book article EST
/
book article ENG
Impact-driven discretization of numerical factors : case of two- and three-partitioning
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Big Data Analytics. BDA 2021 : 9th International Conference, BDA 2021, Virtual Event, December 15-18, 2021 : proceedings
2021
/
p. 244–260
https://doi.org/10.1007/978-3-030-93620-4_18
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
13
journal article EST
/
journal article ENG
A novel framework for unification of association rule mining, online analytical processing and statistical reasoning
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Bazin, Alexandre
;
Shah, Syed Attique
;
Istok, Fister jr.
;
Ben Yahia, Sadok
;
Draheim, Dirk
IEEE Access
2022
/
p. 12792-12813
https://doi.org/10.1109/ACCESS.2022.3142537
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
14
journal article
Numerical association rule mining : a systematic literature review
Kaushik, Minakshi
;
Sharma, Rahul
;
Fister, Iztok jr.
;
Draheim, Dirk
arXiv.org
2023
/
50 p. : ill
https://doi.org/10.48550/arXiv.2307.00662
journal article
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
15
book article EST
/
book article ENG
An analysis of human perception of partitions of numerical factor domains
Kaushik, Minakshi
;
Sharma, Rahul
;
Shahin, Mahtab
;
Arakkal Peious, Sijo
;
Draheim, Dirk
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Vol. 13635 LNCS
2022
/
p. 137-144
https://doi.org/10.1007/978-3-031-21047-1_13
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
16
book article EST
/
book article ENG
On observing patterns of correlations during drill-down
Arakkal Peious, Sijo
;
Sharma, Rahul
;
Kaushik, Minakshi
;
Shahin, Mahtab
;
Draheim, Dirk
Information Integration and Web Intelligence, 25th International Conference, iiWAS 2023, Denpasar, Bali, Indonesia, December 4–6, 2023, Proceedings
2023
/
p. 134-143 : ill
https://doi.org/10.1007/978-3-031-48316-5_16
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
17
book article EST
/
book article ENG
On the potential of numerical association rule mining
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Shahin, Mahtab
;
Ben Yahia, Sadok
;
Draheim, Dirk
Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications : 7th International Conference, FDSE 2020, Quy Nhon, Vietnam, November 25–27, 2020 : proceedings
2020
/
p. 3-20
https://doi.org/10.1007/978-981-33-4370-2_1
Conference proceeding at Scopus
Article at Scopus
book article EST
/
book article ENG
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
18
journal article
Swarm-intelligence algorithms for mining numerical association rules : an exhaustive multi-aspect analysis of performance assessment data
Kaushik, Minakshi
;
Kõiva, Pilleriin
;
Sharma, Rahul
;
Fister, Iztok jr.
;
Draheim, Dirk
SSRN
2023
/
37 p
https://ssrn.com/abstract=4399331
journal article
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
19
journal article EST
/
journal article ENG
A systematic assessment of numerical association rule mining methods
Kaushik, Minakshi
;
Sharma, Rahul
;
Arakkal Peious, Sijo
;
Shahin, Mahtab
;
Ben Yahia, Sadok
;
Draheim, Dirk
SN Computer Science
2021
/
art. 348
https://doi.org/10.1007/s42979-021-00725-2
Journal metrics at Scopus
Article at scopus
journal article EST
/
journal article ENG
Seotud publikatsioonid
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
20
book article EST
/
book article ENG
Towards unification of statistical reasoning, OLAP and association rule mining : semantics and pragmatics
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Shahin, Mahtab
;
Draheim, Dirk
Database Systems for Advanced Applications : 27th International Conference, DASFAA 2022, Virtual Event, April 11–14, 2022 : proceedings. Part I
2022
/
p. 596–603
https://doi.org/10.1007/978-3-031-00123-9_48
Conference Proceedings at Scopus
Article at Scopus
Conference Proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
21
book article EST
/
book article ENG
Why not to trust big data : discussing statistical paradoxes
Sharma, Rahul
;
Kaushik, Minakshi
;
Arakkal Peious, Sijo
;
Shahin, Mahtab
;
Vidyarthi, Ankit
;
Tiwari, Prayag
;
Draheim, Dirk
Database Systems for Advanced Applications : DASFAA 2022, International Workshops BDMS, BDQM, GDMA, IWBT, MATQTDS, and PMBD, Virtual Event, April 11–14, 2022 : proceedings
2022
/
p. 50-63 : ill
https://doi.org/10.1007/978-3-031-11217-1_4
Conference Proceedings at Scopus
Article at Scopus
Conference proceedings at WOS
Article at WOS
book article EST
/
book article ENG
Seotud publikatsioonid
1
Unification of decision support techniques : mitigating statistical paradoxes for enabling trustworthy decision making = Otsuste toetamise tehnikate ühtlustamine : statistiliste paradokside mõju maandamine usaldusväärsete otsuste tegemise võimaldamiseks
Number of records 21, displaying
1 - 21
author
4
1.
Kaushik, Minakshi
2.
Chatterjee, Kaushik
3.
Das, Kaushik
4.
Kaushik, Anjali
CV
1
1.
Kaushik, Minakshi
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