Faculty of Computer Science and Management

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#	Title	Journal	Year	Citations
1	Ensemble boosted trees with synthetic features generation in application to bankruptcy prediction	Expert Systems With Applications	2016	256
2	Robust Statistical Methods for Empirical Software Engineering	Empirical Software Engineering	2017	146
3	Boosted SVM for extracting rules from imbalanced data in application to prediction of the post-operative life expectancy in the lung cancer patients	Applied Soft Computing Journal	2014	114
4	Improving the Performance of Sentiment Analysis of Tweets Containing Fuzzy Sentiment Using the Feature Ensemble Model	IEEE Access	2020	82
5	Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO	International Journal of Forecasting	2019	73
6	A Note on Averaging Day-Ahead Electricity Price Forecasts Across Calibration Windows	IEEE Transactions on Sustainable Energy	2019	61
7	A combination of active learning and self-learning for named entity recognition on Twitter using conditional random fields	Knowledge-Based Systems	2017	58
8	Day-Ahead vs. Intraday—Forecasting the Price Spread to Maximize Economic Benefits	Energies	2019	57
9	NMRNet: a deep learning approach to automated peak picking of protein NMR spectra	Bioinformatics	2018	55
10	Survey of quality measures for multi-objective optimization: Construction of complementary set of multi-objective quality measures	Swarm and Evolutionary Computation	2019	52
11	An Empirical Analysis of Green Electricity Adoption Among Residential Consumers in Poland	Sustainability	2018	51
12	A fast and accurate approach for bankruptcy forecasting using squared logistics loss with GPU-based extreme gradient boosting	Information Sciences	2019	51
13	Improved selection in evolutionary multi–objective optimization of multi–skill resource–constrained project scheduling problem	Information Sciences	2019	49
14	Induction of Phage-Specific Antibodies by Two Therapeutic Staphylococcal Bacteriophages Administered per os	Frontiers in Immunology	2019	48
15	Quantifying layer similarity in multiplex networks: a systematic study	Royal Society Open Science	2018	44
16	Trends in combating fake news on social media – a survey	Journal of Information and Telecommunication	0	43
17	Green jobs, definitional issues, and the employment of young people: An analysis of three European Union countries	Journal of Environmental Management	2020	43
18	Self-esteem and cyberchondria: The mediation effects of health anxiety and obsessive–compulsive symptoms in a community sample	Current Psychology	2021	42
19	Do Consumers Want to Pay for Green Electricity? A Case Study from Poland	Sustainability	2019	41
20	Emotion Recognition Using Wearables: A Systematic Literature Review - Work-in-progress		2020	41
21	A Case Study on Distributed Energy Resources and Energy-Storage Systems in a Virtual Power Plant Concept: Economic Aspects	Energies	2019	39
22	Correlation based feature selection method	International Journal of Bio-Inspired Computation	2010	37
23	A Case Study on Distributed Energy Resources and Energy-Storage Systems in a Virtual Power Plant Concept: Technical Aspects	Energies	2020	37
24	Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting	Energies	2018	35
25	Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts?	International Journal of Forecasting	2020	35
26	Wasting collaboration potential: A study in urban green space governance in a post-transition country	Environmental Science and Policy	2016	34
27	Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models	Energies	2018	34
28	Deep learning for grape variety recognition	Procedia Computer Science	2020	33
29	Boosted SVM with active learning strategy for imbalanced data	Soft Computing	2015	31
30	Enhancing load, wind and solar generation for day-ahead forecasting of electricity prices	Energy Economics	2021	31
31	Carbon pricing and electricity markets — The case of the Australian Clean Energy Bill	Energy Economics	2019	29
32	Efficient methods for mining weighted clickstream patterns	Expert Systems With Applications	2020	29
33	Why Polish market of alternative fuel vehicles (AFVs) is the smallest in Europe? SWOT analysis of opportunities and threats	Renewable and Sustainable Energy Reviews	2020	29
34	Public Awareness and Consumer Acceptance of Smart Meters among Polish Social Media Users	Energies	2019	28
35	Parallel machine scheduling and common due window assignment with job independent earliness and tardiness costs	Information Sciences	2013	27
36	Would wider adoption of reproducible research be beneficial for empirical software engineering research?	Journal of Intelligent and Fuzzy Systems	2017	27
37	Development Forecasts for the Zero-Emission Bus Fleet in Servicing Public Transport in Chosen EU Member Countries	Energies	2020	27
38	Social media marketing for businesses: Organic promotions of web-links on Facebook	Journal of Business Research	2021	26
39	Conceptual model of working space for Agile (Scrum) project team	Journal of Systems and Software	2016	25
40	Neuroticism and cyberchondria: The mediating role of intolerance of uncertainty and defensive pessimism	Personality and Individual Differences	2020	25
41	Application of hidden Markov models to eye tracking data analysis of visual quality inspection operations	Central European Journal of Operations Research	2020	24
42	Effect sizes and their variance for AB/BA crossover design studies	Empirical Software Engineering	2018	23
43	Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting	Energies	2019	23
44	Determinants of the Willingness to Energy Monitoring by Residential Consumers: A Case Study in the City of Wroclaw in Poland	Energies	2019	23
45	Profiling End User of Renewable Energy Sources among Residential Consumers in Poland	Sustainability	2018	22
46	Intrusion detection systems vulnerability on adversarial examples		2018	22
47	Continuous Defect Prediction: The Idea and a Related Dataset		2017	21
48	Meta-analysis for families of experiments in software engineering: a systematic review and reproducibility and validity assessment	Empirical Software Engineering	2020	21
49	Perspectives of smart meters’ roll-out in India: An empirical analysis of consumers’ awareness and preferences	Energy Policy	2020	21
50	Fake News Types and Detection Models on Social Media A State-of-the-Art Survey	Communications in Computer and Information Science	2020	21

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