Toggle navigation
Publications
Profiles
Research Groups
Indexes
Help and information
Eesti keeles
Intranet
Publications
Profiles
Research Groups
Indexes
Help and information
Eesti keeles
Intranet
Databases
Publications
Searching
My bookmarks
0
machine learning (keyword)
All fields
Source search
Author search
Subject term search
Title search
starts with
containes
exact match
All fields
Source search
Author search
Subject term search
Title search
starts with
containes
exact match
—
All fields
Source search
Author search
Subject term search
Title search
starts with
containes
exact match
—
All fields
Source search
Author search
Subject term search
Title search
starts with
containes
exact match
—
All fields
Source search
Author search
Subject term search
Title search
starts with
containes
exact match
—
Add criteria
Advanced search
filter
Clear
×
types of item
book
..
journal article
..
newspaper article
..
book article
..
dissertation
..
Open Access
..
Scientific publications
..
year
year of publication
Loading..
author
Loading..
TalTech department
Loading..
subject term
Loading..
series
Loading..
name of the person
Loading..
keyword
Loading..
Clear
Number of records
128
Look more..
(3/294)
Export
export all inquiry results
(128)
Save TXT fail
Save PDF fail
print
Open for editing with marked entries
my bookmarks
display
Bibliographic view
Short view
sort
author ascending
author descending
year of publication ascending
year of publication descending
title ascending
title descending
26
journal article EST
/
journal article ENG
Detection and evaluation of driver distraction using machine learning and fuzzy logic
Aksjonov, Andrei
;
Nedoma, Pavel
;
Vodovozov, Valery
;
Petlenkov, Eduard
;
Herrmann, Martin
IEEE Transactions on Intelligent Transportation Systems
2019
/
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
journal article EST
/
journal article ENG
27
journal article EST
/
journal article ENG
Detection of bulbar involvement in patients with amyotrophic lateral sclerosis by machine learning voice analysis : diagnostic decision support development study
Tena, Alberto
;
Claria, Francec
;
Solsona, Francesc
;
Meister, Einar
;
Povedano, Monica
JMIR Medical Informatics
2021
/
e21331, 18 p. : ill
https://doi.org/10.2196/21331
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
28
book article
Differences in Android behavior between real device and emulator : a malware detection perspective
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
6th International Conference on Internet of Things: Systems, Management and Security (IOTSMS), Granada, Spain, October 22-25, 2019
2019
/
art. 8939268, p. 399-404
https://doi.org/10.1109/IOTSMS48152.2019.8939268
book article
29
book article EST
/
book article ENG
Digital transformation insights from an AI solution in search of a problem
Dreyling III, Richard Michael
;
Tammet, Tanel
;
Pappel, Ingrid
Future 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 : proceedings
2023
/
p. 341 - 351
https://doi.org/10.1007/978-981-99-8296-7_24
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
30
book article
Dimensionality reduction for machine learning based IoT botnet detection
Bahsi, Hayretdin
;
Nõmm, Sven
15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018) : Singapore, November 18-21, 2018
2018
/
p. 1857-1862 : ill
https://doi.org/10.1109/ICARCV.2018.8581205
book article
31
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
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
32
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
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
33
book article
Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case study
Aksjonov, Andrei
;
Nedoma, Pavel
;
Vodovozov, Valery
;
Petlenkov, Eduard
2018 IEEE 15th International Workshop on Advanced Motion Control (AMC 2018)
2018
/
p. 523–528 : ill
Driver distraction detection and evaluation with artificial neural network and fuzzy logic : In-vehicle information system as a driver's secondary activity: case study
book article
34
book article
An efficient assistance in cavity filter tuning using filter screw classification
Sekhri, Even
;
Tamre, Mart
;
Kapoor, Rajiv
Advances in artificial-business analytics and quantum machine learning : select proceedings of the 3rd international conference, Com-IT-Con 2023, volume 1
2024
/
p. 791-799
https://doi.org/10.1007/978-981-97-2508-3_58
book article
35
book article
Enabling cross-layer reliability and functional safety assessment through ML-based compact models
Alexandrescu, Dan
;
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
Proceedings : 2020 26th IEEE International Symposium on On-Line Testing and Robust System Design : IOLTS 2020, Napoli, Italy, July 13-16, 2020 : virtual edition
2020
/
6 p. : ill
https://doi.org/10.1109/IOLTS50870.2020.9159750
book article
Related publications
1
A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks
36
journal article EST
/
journal article ENG
Ensemble approach for detection of depression using EEG features
Avots, Egils
;
Jermakovs, Klavs
;
Bachmann, Maie
;
Päeske, Laura
;
Ozcinar, Cagri
;
Anbarjafari, Gholamreza
Entropy
2022
/
art. 211
https://doi.org/10.3390/e24020211
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
37
book article
Estimating UWB positioning integrity based on ranging residuals
Tommingas, Mihkel
;
Ulp, Sander
;
Alam, Muhammad Mahtab
;
Müürsepp, Ivo
;
Laadung, Taavi
2023 24th International Conference on Applied Electromagnetics and Communications (ICECOM)
2023
/
5 p
https://doi.org/10.1109/ICECOM58258.2023.10367954
book article
38
book article
Evelekt AS turnover forecasting using the machine learning method
Reiman, Riido
AI IN BUSINESS : proceedings of the scientific workshop on business implications of artificial intelligence, June 7, 2022
2022
/
p. 58-60 : ill
https://www.ester.ee/record=b5506022*est
https://digikogu.taltech.ee/et/Item/2096bada-661d-4928-99a7-bfbce51825d8
book article
39
journal article EST
/
journal article ENG
An exhaustive multi-aspect analysis of swarm intelligence algorithms in numerical association rule mining
Kaushik, Minakshi
;
Sharma, Rahul
;
Koiva, Pilleriin
;
Fister, Iztok
;
Draheim, Dirk
IEEE Access
2024
/
p. 138985 - 139002
https://doi.org/10.1109/ACCESS.2024.3417334
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
40
journal article EST
/
journal article ENG
Experts still needed : boosting long-term android malware detection with active learning
Guerra-Manzanares, Alejandro
;
Bahsi, Hayretdin
Journal of Computer Virology and Hacking Techniques
2024
/
p. 901 - 918
https://doi.org/10.1007/s11416-024-00536-y
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
41
journal article EST
/
journal article ENG
Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)
Meas, Molika
;
Machlev, Ram
;
Köse, Ahmet
;
Tepljakov, Aleksei
;
Loo, Lauri
;
Levron, Yoash
;
Petlenkov, Eduard
;
Belikov, Juri
Sensors
2022
/
art. 6338 : ill
https://doi.org/10.3390/s22176338
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
42
journal article EST
/
journal article ENG
Forecasting of energy consumption and production using recurrent neural networks
Shabbir, Noman
;
Kütt, Lauri
;
Jawad, Muhammad
;
Iqbal, Muhammad Naveed
;
Ghahfarokhi, Payam Shams
Advances in electrical and electronic engineering
2020
/
p. 190−197
https://doi.org/10.15598/aeee.v18i3.3597
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
43
book article
Forecasting short term wind energy generation using machine learning
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Iqbal, Muhammad Naveed
;
Rosin, Argo
2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON), 7-9 October 2019 : conference proceedings
2019
/
4 p
https://doi.org/10.1109/RTUCON48111.2019.8982365
book article
44
journal article EST
/
journal article ENG
Fractional order sliding mode controller based on supervised machine learning techniques for speed control of PMSM
Zahraoui, Younes
;
Zaihidee, Fardila M.
;
Kermadi, Mostefa
;
Mekhilef, Saad
;
Mubin, Marizan
;
Tang, Jing Rui
;
Zaihidee, Ezrinda M.
Mathematics
2023
/
art. 1457
https://doi.org/10.3390/math11061457
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
45
book article EST
/
book article ENG
Future opportunities for systematic AI support in healthcare
Bertl, Markus
;
Piho, Gunnar
;
Draheim, Dirk
;
Ross, Peeter
;
Pechmann, Ludwig
;
Bucciarelli, Nicholas
;
Sharma, Rahul
Bridging the Gap Between AI and Reality : First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Selected Papers
2024
/
p. 203 - 224
https://doi.org/10.1007/978-3-031-73741-1_13
Conference Proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
46
journal article
Generation of unmeasured loading levels data for condition monitoring of induction machine using machine learning
Billah, Md Masum
;
Saberi, Alireza Nemat
;
Hemeida, Ahmed
;
Martin, Floran
;
Kudelina, Karolina
;
Asad, Bilal
;
Naseer, Muhammad Usman
;
Mukherjee, Victor
;
Belahcen, Anouar
IEEE transactions on magnetics
2023
https://doi.org/10.1109/TMAG.2023.3312267
journal article
47
journal article EST
/
journal article ENG
Harnessing graph neural networks to predict international trade flows
Sellami, Bassem
;
Ounoughi, Chahinez
;
Kalvet, Tarmo
;
Tiits, Marek
;
Rincon-Yanez, Diego
Big Data and Cognitive Computing
2024
/
art. 65
https://doi.org/10.3390/bdcc8060065
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
48
book article
Hybrid feature selection models for machine learning based botnet detection in IoT networks
Guerra Manzanares, Alejandro
;
Bahsi, Hayretdin
;
Nõmm, Sven
2019 International Conference on Cyberworlds : CW 2019 : 2-4 October 2019, Kyoto, Japan : proceedings
2019
/
p. 324-327 : ill
https://doi.org/10.1109/CW.2019.00059
book article
Related publications
1
Machine learning-based detection and characterization of evolving threats in mobile and IoT Systems = Masinõppepõhine arenevate ohtude tuvastamine ning kirjeldamine mobiilseadmete ja värkvõrkude jaoks
49
book article
The impact of load on global parameters of electrical machines in case of healthy and broken rotor bars
Kudelina, Karolina
;
Raja, Hadi Ashraf
;
Autsou, Siarhei
;
Asad, Bilal
;
Vaimann, Toomas
;
Rassõlkin, Anton
;
Kallaste, Ants
;
Shabbir, Noman
2022 18th Biennial Baltic Electronics Conference (BEC)
2022
/
5 l.
https://doi.org/10.1109/BEC56180.2022.9935614
book article
50
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
Related publications
1
Generalized association rule mining – dimensional unsupervised learning = Üldistatud assotsiatsioonireeglite kaevandamine – dimensiooniline juhendamata õpe
Number of records 128, displaying
26 - 50
previous
1
2
3
4
5
6
next
keyword
292
1.
adversarial machine learning
2.
adversarial machine-learning
3.
automatic machine learning (autoML)
4.
graph machine learning
5.
interpretable machine learning
6.
machine learning
7.
machine learning (ML)
8.
machine learning algorithms
9.
machine learning approach
10.
Machine Learning Explainable model
11.
machine learning for environmental applications
12.
machine learning models
13.
machine learning systems
14.
machine-learning
15.
machine-learning predictive model
16.
Parkinson’s disease machine learning
17.
robust machine learning
18.
small data machine learning
19.
supervised machine learning
20.
unsupervised machine learning
21.
machine-to-machine communications
22.
AC machine
23.
Algorithmic State Machine - ASM
24.
axial flux machine
25.
axial flux switched reluctance machine
26.
bearingless machine
27.
brushless machine
28.
coordinate measurring machine
29.
electric machine
30.
electric machine analysis computing
31.
electric machine control
32.
electrical machine
33.
electrical machine cooling
34.
electrical machine design
35.
finite state machine
36.
Finite State Machine - FSM
37.
hierarchical finite state machine
38.
human machine interaction
39.
human machine systems
40.
human-machine interaction
41.
human-machine interactions
42.
human-machine interface
43.
human-machine system
44.
induction machine
45.
interior permanent magnet machine
46.
interior permanent-magnet synchronous machine (IPMSM)
47.
machine bearings
48.
machine condition monitoring
49.
machine control
50.
machine design
51.
machine elements
52.
machine error
53.
machine housing
54.
machine tools
55.
machine vector control
56.
machine windings
57.
machine vision
58.
machine-checked proofs
59.
machine-translation
60.
man-machine systems
61.
massive machine type communication (mMTC)
62.
massive machine-type communication (mMTC)
63.
massive machine-type communications (mMTC)
64.
massive Machine-Type connections (mMTC)
65.
multi-class support vector machine (m-SVM)
66.
multi-machine
67.
multi-machine industrial power plant
68.
multi-machine power system
69.
multi-stream interaction machine
70.
neural machine translation
71.
outer-rotor machine
72.
permanent magnet (PM) synchronous machine
73.
permanent magnet flux-switching machine
74.
permanent magnet machine
75.
permanent magnet synchronous machine (PMSM)
76.
reluctance machine
77.
sewing machine operator
78.
state machine
79.
support vector machine
80.
surface permanent magnet machine (SPM)
81.
switched reluctance machine
82.
switched reluctance machine (SRM)
83.
synchronous machine
84.
TBM (tunnel boring machine)
85.
totally enclosed fan-cooled machine
86.
universal friction machine
87.
virtual synchronous machine
88.
active blended learning
89.
active learning
90.
active learning methods
91.
algorithm controlling the learning process
92.
appetitive associative learning
93.
approach to learning
94.
Attitude to learning
95.
authoritarian learning
96.
automata learning
97.
BIM-enabled learning
98.
BIM-enabled learning environment
99.
blended learning
100.
business school as learning organization
101.
business school learning organization questionnaire (BSLOQ)
102.
business school learning rate dependence on GPD
103.
business school learning rate measurement instrument
104.
challenge-based learning
105.
client learning
106.
Collaborative e-learning
107.
collaborative learning
108.
competence based learning
109.
competence learning
110.
competence-based learning
111.
competency based learning
112.
Component organised learning (COL)
113.
computer assisted language learning
114.
computer based learning
115.
computer-assisted language learning (CALL)
116.
cooperative reinforcement learning
117.
coping with online teaching and learning
118.
customer learning
119.
deep learning
120.
deep learning (DL)
121.
deep learning classifier
122.
deep learning method
123.
deep learning model
124.
deep learning model quantization
125.
deep learning network
126.
deep reinforcement learning
127.
Deep reinforcing learning SDN
128.
Deep-learning
129.
deep-learning (DL)
130.
dictionary learning
131.
digital learning module
132.
digital remote learning
133.
Dimensions of Learning Organisation Questionnaire (DLOQ)
134.
distance learning
135.
distant learning
136.
distributed independent reinforcement learning
137.
double Q-learning
138.
effective teaching and learning
139.
e-learning
140.
e‐learning
141.
e-Learning course
142.
e-Learning database
143.
e-learning environment
144.
electronic learning
145.
embedded deep learning
146.
Emergency remote learning
147.
ensemble learning
148.
enterprising and entrepreneurial learning
149.
entrepreneurial learning
150.
entrepreneurial teaching and learning
151.
ESG-learning
152.
experiential learning
153.
Federated learning
154.
federated learning (FL)
155.
flexible learning
156.
game based learning
157.
game-based learning
158.
guided in-service learning
159.
hands-on-learning
160.
history learning
161.
horizontal federated learning
162.
hybrid learning
163.
incremental learning
164.
inductive learning
165.
inductive learning algorithm
166.
interactive learning objects
167.
interdisciplinary learning
168.
inverse reinforcement learning
169.
investor learning
170.
iterative learning
171.
Kolb’s experiential learning cycle
172.
language learning
173.
Learner-centered learning environment
174.
learning
175.
learning (artificial intelligence)
176.
learning activities
177.
learning adaptation in autonomous vehicles
178.
learning algorithm
179.
learning analysis
180.
learning analytics
181.
learning and experimentation
182.
learning and health outcomes
183.
learning and memory
184.
learning business school
185.
learning by teaching
186.
learning concept
187.
learning design
188.
learning difficulties
189.
Learning environment
190.
learning experience
191.
learning infrastructures
192.
Learning Lab
193.
learning management
194.
learning management system
195.
learning management systems
196.
learning methodology
197.
learning metrics
198.
learning models
199.
learning motivation
200.
learning objectives
201.
learning objects
202.
learning organization
203.
learning orientation
204.
learning outcomes
205.
learning process
206.
learning processes
207.
learning rate
208.
learning rate dependence on ownership form
209.
learning rate of organization
210.
learning region
211.
learning situation
212.
learning software agents
213.
learning styles
214.
learning systems
215.
learning technologies
216.
learning theories
217.
learning through the questionnaires
218.
learning university
219.
learning-to-rank
220.
lifelong learning
221.
mathematics students learning habits
222.
Meaningful learning
223.
measuring learning
224.
mobile learning
225.
model learning
226.
Multi-agent reinforcement learning
227.
mutual learning
228.
new learning models
229.
node embedding learning
230.
NREN e-learning
231.
on-device transfer learning
232.
online learning
233.
ontologies for learning systems
234.
ontology learning
235.
Open Learning Resources (OLR)
236.
organisational learning
237.
organizational learning
238.
organizational learning measurement instruments
239.
organizational learning rate dependence on management
240.
organizational learning rate measurement
241.
outcome oriented learning
242.
peer‐to‐peer learning group
243.
personalised learning
244.
policy learning
245.
problem-based learning
246.
Problem-based learning (PBL)
247.
project learning
248.
project-based learning
249.
Q-learning
250.
Q-learning algorithm
251.
query learning
252.
regional learning
253.
reinforcement learning
254.
Reinforcement Learning (RL)
255.
relative learning performance
256.
Remote learning
257.
research-oriented learning
258.
reusable learning objects
259.
scholarship of teaching and learning
260.
self learning software
261.
self learning system
262.
self-learning
263.
self-regulated learning
264.
semi-supervised learning
265.
smart learning
266.
smart learning environment
267.
social learning
268.
stochastic learning theory
269.
supervised learning
270.
supervised learning data
271.
zero-shot learning
272.
task based learning
273.
team learning
274.
Technological learning
275.
technology-enhanced learning
276.
the dimensions of the learning organisation
277.
the dimensions of the learning organization questionnaire (DLOQ)
278.
tools for interactive learning and teaching
279.
trans-disciplinary social-learning
280.
transfer learning
281.
true online reinforcement learning
282.
ubiquitous learning
283.
unsupervised learning
284.
urban learning center
285.
value of learning
286.
web and computerbased learning
287.
Web and computer-based learning
288.
virtual collaborative learning environment (VCLE)
289.
virtual learning environment
290.
virtual learning factory
291.
work-based learning
292.
workplace learning
author
1
1.
ELIXIR Machine Learning Focus Group
subject term
1
1.
UNDP Urban Learning Center
×
match
starts with
ends with
containes
sort
Relevance
ascending
descending
year of publication
author
TalTech department
subject term
series
name of the person
keyword
Otsing
Valikud
0
year of publication
AND
OR
NOT
author
AND
OR
NOT
TalTech department
AND
OR
NOT
subject term
AND
OR
NOT
series
AND
OR
NOT
name of the person
AND
OR
NOT
keyword
AND
OR
NOT