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• 2021

  Extraction of local and global features by a convolutional neural network–long short-term memory network for diagnosing bearing faults

  Chao, Z., Wei-zhi, W., Chen, Z., Bin, F., Jian-guo, W., Gu, F. & Xue, Y., 3 Jun 2021, In: Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Long short-term memory 100%
  • Neural networks 94%
  • Condition monitoring 32%
  • Failure analysis 26%
  • Convolution 15%

• Facilitating the implementation of standardized care plans in municipal healthcare

  Ostensen, E., Hardiker, N. & Helleso, R., 28 May 2021, (Accepted/In press) In: CIN - Computers Informatics Nursing.

  Research output: Contribution to journal › Article › peer-review

  • Workflow 100%
  • Nursing Records 69%
  • Nurses 64%
  • Delivery of Health Care 54%
  • Continuity of Patient Care 51%

• Factors influencing users' adoption and use of conversational agents: A systematic review

  Ling, E., Tussyadiah, I., Tuomi, A., Stienmetz, J. & Ioannou, A., 1 Jul 2021, In: Psychology and Marketing. 38, 7, p. 1031-1051 21 p.

  Research output: Contribution to journal › Review article › peer-review

  • Intelligent Agents 100%
  • Systematic Review 82%
  • User Acceptance 73%
  • Influencing Factors 61%
  • Systematic Reviews 59%

• Factors That Influence Customer Trust and Satisfaction in Mobile Banking: A Problematization Approach

  Geebren, A. & Jabbar, A., 25 Feb 2021, (Accepted/In press) In: International Journal of e-Business Research. 17, 3, 5.

  Research output: Contribution to journal › Article › peer-review

  • Customer Satisfaction 100%
  • Customer Trust 72%
  • Banking 68%
  • Influence Factors 47%
  • Customer satisfaction 23%

• Falling through the gaps: the EU Settlement Scheme and the case of Roma communities in the UK: Report on an All-Party Parliamentary Group event held on the 17 November 2020

  Brown, P., 1 Jan 2021, Friends, Families and Travellers. 16 p.

  Research output: Book/Report › Other report

  Open Access

  • Roma 100%
  • European Union 61%
  • event 48%
  • Group 25%
  • migration 18%

• Family Stress, Well-being and Hope for the Future when Supporting a Relative with AOD Misuse: A Cross-sectional Survey

  McCann, T. V., Stephenson, J. & Lubman, D., 1 May 2021, In: Issues in Mental Health Nursing. 42, 5, p. 430-436 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Drug Misuse 100%
  • Hope 79%
  • Alcohols 51%
  • Psychology 7%
  • Pharmaceutical Preparations 7%

• Fast Computation of the Autogram for the Detection of Transient Faults

  Daga, A. P., Fasana, A., Garibaldi, L., Marchesiello, S. & Moshrefzadeh, A., 3 Mar 2021, European Workshop on Structural Health Monitoring: Special Collection of 2020 Papers - Volume 2. Rizzo, P. & Milazzo, A. (eds.). Springer, Cham, Vol. 2/LNCE128. p. 469-479 11 p. (Lecture Notes in Civil Engineering; vol. LNCE 128, no. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Demodulation 100%
  • Autocorrelation 95%
  • Computational efficiency 88%
  • Accelerometers 86%
  • Industrial applications 83%

• Fault Diagnosis of Reciprocating Compressors Based on Thermal Imaging and Support Vector Machines

  Deng, R., Lin, Y., Tang, W., Gu, F. & Ball, A. D., 16 May 2021, Proceedings of IncoME-V & CEPE Net-2020: Condition Monitoring, Plant Maintenance and Reliability. Zhen, D., Wang, D., Wang, T., Wang, H., Huang, B., Sinha, J. K. & Ball, A. D. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, Vol. 105. p. 206-216 11 p. (Mechanisms and Machine Science; vol. 105).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reciprocating compressors 100%
  • Infrared imaging 87%
  • Failure analysis 63%
  • Support vector machines 59%
  • Temperature distribution 39%

• Fault Diagnosis of Rolling Bearing Using Improved Wavelet Threshold Denoising and Fast Spectral Correlation Analysis

  Tian, S., Zhen, D., Guo, J., Li, H., Zhang, H. & Gu, F., 20 Apr 2021, In: Shock and Vibration. 2021, 10 p., 5510879.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • spectral correlation 100%
  • wavelet 59%
  • Failure analysis 59%
  • thresholds 41%
  • Fault detection 31%

• Feature Extraction of Time-Series Data using DWT and FFT for Ballscrew Condition Monitoring

  Alegeh, N., Thottoli, M., Mian, N., Longstaff, A. & Fletcher, S., 14 May 2021, (Accepted/In press) Proceedings of the 18th International Conference in Manufacturing Research: ICMR 2021. IOS Press, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Discrete wavelet transforms 100%
  • Condition monitoring 96%
  • Fast Fourier transforms 87%
  • Time series 80%
  • Feature extraction 72%

• Feverish sentiment and global equity market during COVID-19 pandemic

  Duc Huynh, T. L., Foglia, M., Nasir, M. A. & Angelini, E., 1 Aug 2021, In: Journal of Economic Behavior and Organization. 188, 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Equity Markets 100%
  • Sentiment 97%
  • Investor Sentiment 62%
  • Stock Return Volatility 33%
  • Stock Volatility 33%

• Financial Institutions and Codes of Ethics

  Cowton, C., 7 May 2021, Handbook on Ethics in Finance. San-Jose, L., Retolaza, J. L. & van Liedekerke, L. (eds.). 1st ed. Cham: Springer, Cham, p. 3-15 13 p. (International Handbooks in Business Ethics; vol. 3).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Code of Ethics 100%
  • financial institution 97%
  • corporate code 73%
  • moral philosophy 63%
  • business ethics 55%

• Financialised Private Equity Finance and the Debt Gamble: The Case of Toys R Us

  Morgan, J. & Nasir, M. A., 1 Mar 2021, In: New Political Economy. 26, 3, p. 455-471 17 p.

  Research output: Contribution to journal › Article › peer-review

  • private equity 100%
  • debt 89%
  • equity 76%
  • finance 76%
  • toy 76%
  1 Citation (Scopus)

• Financial performance drivers in BRICS healthcare companies: Locally estimated scatterplot smoothing partial utility functions

  Wanke, P., Azad, M. A. K., Tan, A. & Pimenta, R., 10 Jul 2021, In: Journal of Multi-Criteria Decision Analysis. 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Smoothing 100%
  • Utility Function 81%
  • Financial Performance 75%
  • Healthcare 61%
  • Performance Criteria 26%

• Financial scenario modelling: a study of UK universities

  Cropper, P. & Cowton, C., 11 Feb 2021, In: Journal of Higher Education Policy and Management. 14 p.

  Research output: Contribution to journal › Article › peer-review

  • scenario 100%
  • finance 76%
  • university 63%
  • funding 61%
  • functionality 43%

• Flight: for solo violin

  Bellamy, M., 27 Apr 2021

  Research output: Non-textual form › Composition

  • Royal Academy of Music 100%
  • Recital 81%
  • Violin 71%
  • Solo 59%
  • Flight 55%

• Fluid-asperity interaction induced random vibration of hydrodynamic journal bearings towards early fault diagnosis of abrasive wear

  Zhang, H., Ma, J., Li, X., Xiao, S., Gu, F. & Ball, A., 1 Aug 2021, In: Tribology International. 160, 19 p., 107028.

  Research output: Contribution to journal › Article › peer-review

  • journal bearings 100%
  • random vibration 97%
  • abrasives 82%
  • Journal bearings 80%
  • Abrasion 70%

• Foreign Direct Investments, Renewable Electricity Output, and Ecological Footprints: Do Financial Globalization Facilitate Renewable Energy Transition and Environmental Welfare in Bangladesh?

  Murshed, M., Elheddad, M., Ahmed, R., Bassim, M. & Than, E. T., 26 Apr 2021, In: Asia-Pacific Financial Markets. 46 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Foreign Direct Investment 100%
  • Energy Transition 88%
  • Ecological Footprint 87%
  • Financial Globalization 81%
  • Bangladesh 76%
  5 Citations (Scopus)

• Foreign institutional investors, information asymmetries, and asset valuation in emerging markets

  Yildiz, Y., 1 Apr 2021, In: Research in International Business and Finance. 56, 14 p., 101381.

  Research output: Contribution to journal › Article › peer-review

  • Asset Valuation 100%
  • Institutional Investors 73%
  • Information Asymmetry 70%
  • Emerging Markets 60%
  • Investors 43%
  1 Citation (Scopus)

• Frailty and potentially inappropriate medications using the 2019 Beers Criteria: findings from the Australian Longitudinal Study on Women’s Health (ALSWH)

  Thiruchelvam, K., Byles, J., Hasan, S. S., Egan, N. & Kairuz, T., 15 Jan 2021, In: Aging clinical and experimental research. 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Potentially Inappropriate Medication List 100%
  • Frailty 79%
  • Women's Health 71%
  • Longitudinal Studies 56%
  • Risperidone 7%

• Freeze-dried crystalline dispersions: Solid-state, triboelectrification and simultaneous dissolution improvements

  Adebisi, A. O., Kaialy, W., Hussain, T., Al-Hamidi, H., Nokhodchi, A., Conway, B. & Asare-Addo, K., 1 Feb 2021, In: Journal of Drug Delivery Science and Technology. 61, 8 p., 102173.

  Research output: Contribution to journal › Article › peer-review

  • Piroxicam 100%
  • Glucosamine 71%
  • Freeze Drying 9%
  • Pharmaceutical Preparations 9%
  • Static Electricity 8%
  1 Citation (Scopus)

• Frequency of Beta S Globin Gene Haplotypes among Sickle Cell Patients in Nigeria

  Adabale, A., Makanjuola, S., Akinbami, A., Dosunmu, A., Akanmu, A., Javid, F. & Ajonuma, L., 1 Jun 2021, In: Journal of International Medical Research. 49, 6, 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Globins 100%
  • beta-Globins 98%
  • Nigeria 84%
  • Benin 82%
  • Genes 72%

• Future-oriented generic grid code regarding wind power plants in Europe

  Vrana, T., Attya, A. & Trilla, L., 1 Feb 2021, In: International Journal of Electrical Power and Energy Systems. 125, 13 p., 106490.

  Research output: Contribution to journal › Article › peer-review

  • Compliance 100%
  • Wind power 99%
  • Power plants 93%
  • Electric potential 29%

• Fuzzy Logic: Recent Applications and Developments

  Carter, J. (ed.), Chiclana, F. (ed.), Khuman, A. S. (ed.) & Chen, T. (ed.), 24 May 2021, 1 ed. Cham: Springer Nature Switzerland AG. 270 p.

  Research output: Book/Report › Book › peer-review

  • Fuzzy logic 100%
  • Soft computing 34%

• Gaining an insight into the importance of each inhalation manoeuvre parameter using altered patients’ inhalation profiles

  Abadelah, M., Abdalla, G., Chrystyn, H. & Larhrib, H., 1 Feb 2021, In: Journal of Drug Delivery Science and Technology. 61, 9 p., 102181.

  Research output: Contribution to journal › Article › peer-review

  • Inhalation 100%
  • Chronic Obstructive Pulmonary Disease 16%
  • indacaterol 15%
  • Aerosols 9%
  • Particle Size 9%

• Gear Acquisition Syndrome: Consumption of Instruments and Technology in Popular Music

  Herbst, J-P. & Menze, J., 19 Apr 2021, Huddersfield: University of Huddersfield Press. 284 p.

  Research output: Book/Report › Book › peer-review

  Open Access

  • musician 100%
  • music 98%
  • compulsion 36%
  • technology studies 34%
  • internet community 30%

• Gender-Based Violence-Supportive Cognitions in Adolescent Girls and Boys: The Function of Violence Exposure and Victimization

  Debowska, A., Boduszek, D., Jones, A., Willmott, D. & Sherretts, N., 1 Feb 2021, In: Journal of Interpersonal Violence. 36, 3-4, p. 1233-1255 23 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Gender-Based Violence 100%
  • Exposure to Violence 83%
  • Crime Victims 77%
  • Cognition 47%
  • Violence 46%
  6 Citations (Scopus)

• General conditions for railway wheel polygonal wear to evolve

  Peng, B., Iwnicki, S., Shackleton, P. & Song, Y., 1 Apr 2021, In: Vehicle System Dynamics. 59, 4, p. 568-587 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Wheels 100%
  • Wear of materials 90%
  • Frequency response 18%
  3 Citations (Scopus)

• Generative Model-Driven Sampling Strategy for the High-Efficiency Measurement of Complex Surfaces on Coordinate Measuring Machines

  Ren, J., Ren, M., Sun, L., Zhu, L. & Jiang, X., 3 Jun 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 11 p., 9443085.

  Research output: Contribution to journal › Article › peer-review

  • Coordinate measuring machines 100%
  • sampling 67%
  • Sampling 56%
  • machining 36%
  • Machining 31%

• Geographical variations and factors associated with recent HIV testing prevalence in Ghana: spatial mapping and complex survey analyses of the 2014 demographic and health surveys

  Nutor, J. J., Duah, H. O., Duodu, P. A., Agbadi, P., Alhassan, R. K. & Darkwah, E., 9 Jul 2021, In: BMJ Open. 11, 7, 12 p., e045458.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Ghana 100%
  • HIV 54%
  • Demography 52%
  • Burkina Faso 11%
  • Spatial Analysis 10%

• Geometrically nonlinear thermo-mechanical analysis of graphene-reinforced moving polymer nanoplates

  Esmaeilzadeh, M., Golmakani, M. E., Kadkhodayan, M., Amoozgar, M. & Bodaghi, M., 1 Feb 2021, In: Advances in Nano Research. 10, 2, p. 151-163 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Graphite 100%
  • Graphene 87%
  • Polymers 65%
  • Platelets 62%
  • graphene 60%

• Geometric error measurement of an ultra-precision machine tool using integrated confocal sensor

  Geng, Z., Tong, Z., Zhong, W., Zhang, Z. & Jiang, X., 10 Jun 2021, Proceedings of the 21st International Conference of the European Society for Precision Engineering and Nanotechnology: EUSPEN 2021. Leach, R. K., Nisbet, C. & Phillips, D. (eds.). euspen, p. 159-160 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • machine tools 100%
  • Measurement errors 70%
  • Machine tools 66%
  • sensors 42%
  • spindles 35%

• Global Aspects of Breastfeeding

  Edwards, G., Marshall, J. L., McFadden, A. & Welsh, J., 1 Feb 2021, The Puererium. Lightly, K. & Weeks, A. (eds.). Global Library of Women's Medicine's, Vol. 15. (The Continuous Textbook of Women’s Medicine Series; vol. 15).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  Open Access

  • Breast Feeding 100%
  • Administrative Personnel 14%
  • Malnutrition 13%
  • Nutrients 12%
  • Income 11%

• Gothic Drama and the Uncanny Stage

  Hoedt, M., 3 Feb 2021, The Palgrave Handbook of Steam Age Gothic. Bloom, C. (ed.). 1 ed. Palgrave Macmillan, p. 453-464 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Drama 100%
  • Gothic 73%

• Grand-Guignol as Twentieth Century Gothic Drama

  Hoedt, M., 2021, (Accepted/In press) Twentieth Century Gothic. Murphy, B. & Ni Fhlainn, S. (eds.). Edinburgh: Edinburgh University Press

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Drama 100%
  • Gothic 73%
  • Eighteenth-century 30%
  • Spectacle 18%
  • Horror Cinema 18%

• Green University and academic performance: An empirical study on UI GreenMetric and World University Rankings

  Atici, K. B., Yasayacak, G., Yildiz, Y. & Ulucan, A., 1 Apr 2021, In: Journal of Cleaner Production. 291, p. 1-11 11 p., 125289.

  Research output: Contribution to journal › Article › peer-review

  • University Rankings 100%
  • academic performance 88%
  • Academic Performance 66%
  • ranking 47%
  • Sustainable development 44%
  1 Citation (Scopus)

• Grounded Theory: What Makes a Grounded Theory Study?

  Turner, C. & Astin, F., 27 Mar 2021, In: European Journal of Cardiovascular Nursing. 20, 3, p. 285-289 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Grounded Theory 100%
  • Qualitative Research 24%
  • Research Design 16%

• Group Abnormal Behaviour Detection Algorithm Based on Global Optical Flow

  Hao, Y., Liu, Y., Fan, J. & Xu, Z., 1 Sep 2021, In: Complexity. 2021, 12 p., 5543204.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Optical flows 100%
  • Neural networks 27%
  • Color 16%
  • Trajectories 15%

• Hearing loss prevalence and years lived with disability, 1990–2019: findings from the Global Burden of Disease Study 2019

  GBD 2019 Hearing Loss Collaborators & Babar, Z-U-D., 13 Mar 2021, In: The Lancet. 397, 10278, p. 996-1009 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Global Burden of Disease 100%
  • Hearing Loss 69%
  • Hearing Aids 26%
  • Quality of Health Care 19%
  • Deafness 16%
  5 Citations (Scopus)

• Helical Gear Wear Prediction Under the Mixed Elastohydrodynamic Lubrication Regime

  Sun, X., Zhang, R., Wang, T., Gu, F. & Ball, A. D., 16 May 2021, Proceedings of IncoME-V & CEPE Net-2020: Condition Monitoring, Plant Maintenance and Reliability. Zhen, D., Wang, D., Wang, T., Wang, H., Huang, B., Sinha, J. K. & Ball, A. D. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, Vol. 105. p. 265-275 11 p. (Mechanisms and Machine Science; vol. 105).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Helical gears 100%
  • Elastohydrodynamic lubrication 99%
  • Wear of materials 53%
  • Gears 21%
  • Spur gears 15%

• Helical retaining sleeve for eddy current loss reduction in high-speed SPM machine

  Al-ani, M. & Barrans, S., 3 Feb 2021, In: Electrical Engineering. 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Eddy Currents 100%
  • High Speed 86%
  • Eddy currents 74%
  • Rotor 43%
  • Mechanical Stress 29%

• Helicopter Planet Bearing Fault Diagnosis Based on Modulation Signal Bispectrum Analysis

  Huang, B., Xu, Y., Mba, D., Li, X., Hu, N., Gu, F. & Ball, A., 16 May 2021, Proceedings of IncoME-V & CEPE Net-2020: Condition Monitoring, Plant Maintenance and Reliability. Zhen, D., Wang, D., Wang, T., Wang, H., Huang, B., Sinha, J. K. & Ball, A. D. (eds.). 1st ed. Cham: Springer Nature Switzerland AG, Vol. 105. p. 784-797 14 p. (Mechanisms and Machine Science; vol. 105).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Planets 100%
  • Signal analysis 94%
  • Helicopters 84%
  • Failure analysis 73%
  • Modulation 66%

• Helium implantation damage resistance in nanocrystalline W-Ta-V-Cr high entropy alloys

  El-Atwani, O., Alvarado, A., Unal, K., Fensin, S., Hinks, J. A., Greaves, G., Baldwin, J. K. S., Maloy, S. A. & Martinez, E., 1 Mar 2021, In: Materials Today Energy. 19, 7 p., 100599.

  Research output: Contribution to journal › Article › peer-review

  • High-entropy alloys 100%
  • Helium 86%
  • Grain boundaries 25%
  • Radiation hardening 20%
  • Ion bombardment 20%
  5 Citations (Scopus)

• Hello Again, Mr Macfarlane: Tertiary colleges for the twenty-first century

  Simmons, R., 1 Mar 2021, In: FORUM. 63, 1, p. 68-77 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • twenty-first century 100%
  • labor market reform 42%
  • compulsory education 33%
  • further education 30%
  • demand 19%

• Helping Deluxe Beds to sleep easy: A case study of agile project management

  Javed, S., Bamford, J. & Abualqumboz, M., 1 May 2021, In: International Journal of Entrepreneurship and Innovation. 22, 2, p. 132-139 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Agile Project Management 100%
  • Sleep 67%
  • Project management 66%
  • Scrum 61%
  • Operations Management 36%

• Hesitant fuzzy power Maclaurin symmetric mean operators in the framework of Dempster-Shafer theory for multiple criteria decision making

  Zhong, Y., Cao, L., Zhang, H., Qin, Y., Huang, M. & Luo, X., 24 Feb 2021, In: Journal of Ambient Intelligence and Humanized Computing.

  Research output: Contribution to journal › Article › peer-review

  • Decision making 100%
  • Demonstrations 55%

• Hierarchical visual localization for visually impaired people using multimodal images

  Cheng, R., Hu, W., Chen, H., Fang, Y., Wang, K., Xu, Z. & Bai, J., 1 Mar 2021, In: Expert Systems with Applications. 165, 12 p., 113743.

  Research output: Contribution to journal › Article › peer-review

  • Pipelines 100%
  • Infrared radiation 37%
  • Navigation 33%
  2 Citations (Scopus)

• Hierarchy, Symmetry and Scale in Mathematics and Bi-Logic in Psychoanalysis, with Consequences

  Murtagh, F., 1 Apr 2021, In: European Review. 29, 2, p. 197-209 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • mathematics 100%
  • asymmetry 93%
  • psychoanalytic theory 93%
  • symmetry 87%
  • research and development 84%

• High-accuracy simultaneous measurement of surface profile and film thickness using line-field white-light dispersive interferometer

  Guo, T., Zhao, G., Tang, D., Weng, Q., Sun, C., Gao, F. & Jiang, X., 1 Feb 2021, In: Optics and Lasers in Engineering. 137, 8 p., 106388.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Interferometers 100%
  • Film thickness 86%
  • film thickness 66%
  • interferometers 65%
  • Interferometry 65%

• High-dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution

  Shen, Y., E, H., Chen, T., Xiao, Z., Liu, B. & Chen, Y., 11 Jun 2021, (Accepted/In press) 16th International Work-Conference on Artificial Neural Networks.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fuzzy clustering 100%
  • Clustering algorithms 79%
  • Unsupervised learning 50%
  • Neural networks 26%
  • Experiments 15%