A Review on Machine Learning Strategies for Real-World Engineering Applications

Table 2

Summary of important surveys on ML.

Real time engineering applications

Machine learning

S. no.

Reference no

Year

Citations

No. ofreferences

Cybersecurity

Computernetworks

Humanmachineinteraction

Healthcare

Satelliteimaging

Industry4.0/5.0

Intelligenttransportationsystem

Computer vision

Smart energy

Smartgrids

Renewableenergysystems

Electricalpowersystems

Civilengineering

Energysystems

Design andmanufacturing

Techniques

Metrics

Tools

Trustworthiness

AdversarialML

1

372

2014

47

42

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

√

√

x

x

x

2

373

2020

1

54

x

x

x

x

x

x

x

x

x

√

x

x

x

x

x

√

x

√

x

x

3

374

2020

12

668

√

x

x

x

x

x

x

x

x

x

x

x

x

x

x

√

√

√

√

√

4

375

2020

17

129

x

x

x

x

x

x

√

x

x

x

x

x

x

x

x

√

x

x

x

x

5

376

2020

1

259

x

x

x

x

x

x

√

x

x

x

x

x

x

x

x

√

x

x

x

x

6

377

2021

18

140

√

√

√

√

x

√

√

√

√

x

√

x

x

x

x

√

x

x

x

x

7

378

2020

46

208

x

x

x

√

x

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

8

376

2018

91

48

x

x

x

x

x

x

x

x

x

x

x

x

x

x

√

√

x

x

x

x

9

380

2020

6

14

x

x

x

x

x

x

x

√

x

x

x

x

x

x

x

√

x

x

x

x

10

381

2017

445

73

x

x

√

x

x

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

11

382

2018

40

235

x

x

x

x

x

x

x

√

x

x

x

x

x

x

x

√

x

√

x

x

12

383

2020

2

62

x

x

x

x

x

x

x

x

x

√

x

x

x

x

x

√

x

x

x

x

13

384

2021

4

180

x

x

x

x

x

x

x

x

x

x

x

x

x

x

√

√

x

x

x

x

14

385

2019

53

310

x

x

x

x

x

√

x

x

x

x

x

x

x

x

√

√

√

√

√

√

15

386

2019

35

210

x

x

x

x

x

x

x

√

x

x

x

x

x

x

x

√

x

x

x

x

16

387

2020

16

150

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

√

x

√

x

x

17

388

2019

1

25

x

x

x

x

√

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

18

389

2018

470

501

x

√

x

x

x

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

19

390

2019

63

149

x

x

x

x

x

x

x

x

√

x

x

√

x

x

x

√

√

x

x

x

20

391

2017

202

252

x

x

x

x

x

x

x

√

x

x

x

x

x

x

x

√

x

x

x

x

21

392

1997

97

97

x

x

x

x

x

x

x

x

x

x

x

x

√

x

x

√

x

x

x

x

22

393

2019

148

114

x

x

x

x

x

x

x

x

x

x

x

x

x

√

x

√

√

x

x

x

23

394

2021

1

193

x

x

x

x

x

√

x

x

x

x

x

x

x

x

√

√

√

x

x

x

24

395

2018

83

79

x

√

x

x

x

x

x

x

x

x

x

x

x

x

x

√

x

x

x

x

25

396

2020

47

103

x

x

x

x

x

√

x

x

x

x

x

x

x

x

x

√

x

x

x

x

26

Proposed survey

2021

—

396

√

√

√

√

√

√

√

√

√

√

√

√

√

√

√

√

√

√

√

√