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101

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Deliverable 2.7 Initial AI-Driven Edge Computing and Precise Localization DemonstratorMüürsepp, Ivo2023 Deliverable 2.7 Initial AI-Driven Edge Computing and Precise Localization Demonstrator (PDF)

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102

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Detecting Simpson’s paradox : a machine learning perspectiveSharma, Rahul; Garayev, Huseyn; Kaushik, Minakshi; Arakkal Peious, Sijo; Tiwari, Prauag; Draheim, DirkDatabase and Expert Systems Applications : 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022 : proceedings. Part I2022 / 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

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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

103

book article EST / book article ENG

Detecting Simpson’s paradox : a step towards fairness in machine learningSharma, Rahul; Kaushik, Minakshi; Arakkal Peious, Sijo; Bertl, Markus; Ankit, Vidyarthi; Ashwani, Kumar; Draheim, DirkNew 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 : proceedings2022 / 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

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Related publications 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

104

journal article EST / journal article ENG

Detection and evaluation of driver distraction using machine learning and fuzzy logicAksjonov, Andrei; Nedoma, Pavel; Vodovozov, Valery; Petlenkov, Eduard; Herrmann, MartinIEEE Transactions on Intelligent Transportation Systems2019 / p. 2048 - 2059 https://doi.org/10.1109/TITS.2018.2857222 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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105

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Detection of bulbar involvement in patients with amyotrophic lateral sclerosis by machine learning voice analysis : diagnostic decision support development studyTena, Alberto; Claria, Francec; Solsona, Francesc; Meister, Einar; Povedano, MonicaJMIR Medical Informatics2021 / e21331, 18 p. : ill https://doi.org/10.2196/21331 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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106

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Detection of stellar wakes in the Milky Way : a deep learning approachPõder, Sven; Pata, Joosep; Benito Castano, Maria; Asensio, Isaac Alonso; Vecchia, Claudio DallaAstronomy and astrophysics2025 / art. A227 https://doi.org/10.1051/0004-6361/202451480

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Probing the Milky Way’s dark matter halo in the Gaia and machine learning era = Linnutee galaktika tumeaine halo uurimine Gaia ja masinõppe ajastul

107

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Determining necessary length of the alternating series test for Parkinson's disease modellingNõmm, Sven; Kossas, Tanel; Toomela, Aaro; Medijainen, Kadri; Taba, Pille2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings2019 / p. 261-266 : ill http://doi.org/10.1109/CW.2019.00050

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108

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Development and utilization of synthetic signals for fault diagnostics of electrical machinesRaja, Hadi Ashraf; Kudelina, Karolina; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton; Kallaste, AntsIEEE journal of emerging and selected topics in industrial electronics2024 / p. 1447 - 1454 https://doi.org/10.1109/JESTIE.2024.3395650 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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109

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Development of continuous dynamic vertical reference for maritime and offshore engineering by applying geodetic and machine learning strategiesEllmann, Artu; Delpeche-Ellmann, Nicole Camille; Varbla, Sander; Rajabi Kiasari, Saeed; Jahanmard, Vahidreza; Kupavõh, AlekseiEGU General Assembly 20252025 / art. EGU25-20596 https://doi.org/10.5194/egusphere-egu25-20596

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110

dissertation

Development of Machine Learning Approaches for Geoid-referred Sea Level Forecasting = Masinõppe meetodite väljatöötamine geoidi suhtes määratletava merepinna taseme prognoosimiseksRajabi Kiasari, Saeed2026 https://digikogu.taltech.ee/et/Item/96a4a7e5-a188-467e-a3f1-52a862c1fe43 https://www.ester.ee/record=b6042268*est https://doi.org/10.23658/taltech.20/2026

dissertation

Related publications 3

111

dissertation

Development of methods for real-time in-step anomaly detection in gait analysis = Reaalajaliste meetodite arendus sammusiseste kõrvalkallete tuvastamiseks kõnnianalüüsisRostovski, Jakob2025 https://www.ester.ee/record=b5734578*est https://digikogu.taltech.ee/et/Item/c25ff8f8-a46a-45ce-b231-23d2d52e7f54 https://doi.org/10.23658/taltech.15/2025

dissertation

Related publications 5

112

book article

Differences in Android behavior between real device and emulator : a malware detection perspectiveGuerra Manzanares, Alejandro; Bahsi, Hayretdin; Nõmm, Sven6th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, October 22-25, 20192019 / art. 8939268, p. 399-404 https://doi.org/10.1109/IOTSMS48152.2019.8939268

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113

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Digiehituse tulevikutegija on Sander JaanisteEhitusEST2025 / lk. 40-41 : portr https://www.ester.ee/record=b4442657*est

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114

book

Digital Economy. Emerging Technologies and Business Innovation : 6th International Conference on Digital Economy, ICDEc 2021, Tallinn, Estonia, July 15–17, 2021 : proceedings2021 https://doi.org/10.1007/978-3-030-92909-1

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115

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Digital transformation insights from an AI solution in search of a problemDreyling III, Richard Michael; Tammet, Tanel; Pappel, IngridFuture Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications : 10th International Conference, FDSE 2023, Da Nang, Vietnam, November 22–24, 2023 : proceedings2023 / p. 341 - 351 https://doi.org/10.1007/978-981-99-8296-7_24 Conference Proceedings at Scopus Article at Scopus

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116

dissertation

Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoksAlsaleh, Saleh Ragheb Saleh2024 https://doi.org/10.23658/taltech.15/2024 https://www.ester.ee/record=b5674508*est https://digikogu.taltech.ee/et/Item/557fefce-a06a-479b-bc30-70910085d23d

dissertation

Related publications 3

117

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Digital twin simulations based reinforcement learning for navigation and control of a wheel-on-leg mobile robotAlsaleh, Saleh Ragheb Saleh; Tepljakov, Aleksei; Tamre, Mart; Kuts, Vladimir; Petlenkov, EduardProceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022), 2B: Columbus, Ohio, USA, October 30 - November 3, 20222022 / art. IMECE2022-95411, V02BT02A025, 8 p https://doi.org/10.1115/IMECE2022-95411

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Digital twin based computational methods for XR applications = Digitaalkaksikute põhised arvutuslikud meetodid XR rakenduste jaoks

118

book article

Dimensionality reduction for machine learning based IoT botnet detectionBahsi, Hayretdin; Nõmm, Sven15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 20182018 / p. 1857-1862 : ill https://doi.org/10.1109/ICARCV.2018.8581205

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119

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Discretizing numerical attributes : an analysis of human perceptionsKaushik, Minakshi; Sharma, Rahul; Draheim, DirkarXiv.org2023 / 18 p. : ill https://doi.org/10.48550/arXiv.2311.03278

journal article

Related publications 1

Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe

120

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Discretizing numerical attributes : an analysis of human perceptions : [conference paper]Kaushik, Minakshi; Sharma, Rahul; Vidyarthi, Ankit; Draheim, DirkNew 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 : proceedings2022 / p. 188-197 https://doi.org/10.1007/978-3-031-15743-1_18 Conference proceedings at Scopus Article at Scopus Article at WOS

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Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe

121

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Distributed scalable association rule mining over Covid-19 dataShahin, Mahtab; Inoubli, Wissem; Shah, Syed Attique; Ben Yahia, Sadok; Draheim, DirkFuture Data and Security Engineering : 8th International Conference, FDSE 2021, Virtual Event, November 24–26, 2021 : proceedings2021 / p. 39-52 https://doi.org/10.1007/978-3-030-91387-8_3 Conference Proceedings at Scopus Article at Scopus

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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

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DocOnTap : AI-based disease diagnostic system and recommendation systemAbideen, Zain Ul; Khan, Talha Ali; Ali, Raja Hashim; Ali, Nisar; Baig, Muhammad Muneeb; Ali, Muhammad Sajid17th International Conference on Emerging Technologies (ICET), Swabi, Pakistan, 29-30 November 20222022 / p. 148-153 https://doi.org/10.1109/ICET56601.2022.10004621

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123

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Domain adaptation approach for Arabic sarcasm setection in hotel reviews based on hybrid learningAmeur, Asma; Hamdi, Sana; Ben Yahia, SadokProcedia computer science2023 / p. 3898-3908 https://doi.org/10.1016/j.procs.2023.10.385 Conference proceeding at Scopus Article at Scopus

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124

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DOME : recommendations for supervised machine learning validation in biologyWalsh, Ian; Fishman, Dmytro; Garcia-Gasulla, Dario; Titma, Tiina; Pollastri, Gianluca; Harrow, Jennifer; Psomopoulos, Fotis E.; Tosatto, Silvio C. E.Nature methods2021 / p. 1122–1127 https://doi.org/10.1038/s41592-021-01205-4 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Author Correction : DOME : recommendations for supervised machine learning validation in biology

125

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Double deep Q-Learning approach for tuning microwave cavity filters using locally linear embedding techniqueSekhri, Even; Kapoor, Rajiv; Tamre, Mart2020 International Conference Mechatronic Systems and Materials (MSM)2020 / 6 p. : ill https://doi.org/10.1109/MSM49833.2020.9202393

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Fully automated tuning of microwave coaxial cavity filters = Mikrolaine-koaksiaalfiltrite täisautomaatne häälestamine

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