TY - JOUR AU - Bonakdari, H. AU - Moeeni, H. AU - Ebtehaj, I. AU - Zeynoddin, M. AU - Mahoammadian, A. AU - Gharabaghi, B. PY - 2019 DA - 2019// TI - New insights into soil temperature time series modeling: linear or nonlinear? JO - Theor Appl Climat VL - 135 UR - https://doi.org/10.1007/s00704-018-2436-2 DO - 10.1007/s00704-018-2436-2 ID - Bonakdari2019 ER - TY - JOUR AU - Moeeni, H. AU - Bonakdari, H. AU - Ebtehaj, I. PY - 2017 DA - 2017// TI - Integrated SARIMA with neuro-fuzzy systems and neural networks for monthly inflow prediction JO - Water Resour Manag VL - 31 UR - https://doi.org/10.1007/s11269-017-1632-7 DO - 10.1007/s11269-017-1632-7 ID - Moeeni2017 ER - TY - JOUR AU - Ebtehaj, I. AU - Bonakdari, H. AU - Zeynoddin, M. AU - Gharabaghi, B. AU - Azari, A. PY - 2020 DA - 2020// TI - Evaluation of preprocessing techniques for improving the accuracy of stochastic rainfall forecast models JO - Int J Environ Sci Technol VL - 17 UR - https://doi.org/10.1007/s13762-019-02361-z DO - 10.1007/s13762-019-02361-z ID - Ebtehaj2020 ER - TY - JOUR AU - Gustafsson, N. K. AU - Ramstedt, M. R. PY - 2011 DA - 2011// TI - Changes in alcohol-related harm in Sweden after increasing alcohol import quotas and a Danish tax decrease—an interrupted time-series analysis for 2000–2007 JO - Int J Epidemiol VL - 40 UR - https://doi.org/10.1093/ije/dyq153 DO - 10.1093/ije/dyq153 ID - Gustafsson2011 ER - TY - JOUR AU - Corcoran, P. AU - Griffin, E. AU - Arensman, E. AU - Fitzgerald, A. P. AU - Perry, I. J. PY - 2015 DA - 2015// TI - Impact of the economic recession and subsequent austerity on suicide and self-harm in Ireland: an interrupted time series analysis JO - Int J Epidemiol VL - 44 UR - https://doi.org/10.1093/ije/dyv058 DO - 10.1093/ije/dyv058 ID - Corcoran2015 ER - TY - JOUR AU - Bernal, J. L. AU - Cummins, S. AU - Gasparrini, A. PY - 2017 DA - 2017// TI - Interrupted time series regression for the evaluation of public health interventions: a tutorial JO - Int J Epidemiol VL - 46 ID - Bernal2017 ER - TY - JOUR AU - Bernal, J. L. AU - Cummins, S. AU - Gasparrini, A. PY - 2018 DA - 2018// TI - The use of controls in interrupted time series studies of public health interventions JO - Int J Epidemiol VL - 47 UR - https://doi.org/10.1093/ije/dyy135 DO - 10.1093/ije/dyy135 ID - Bernal2018 ER - TY - JOUR AU - Laverty, A. A. AU - Kypridemos, C. AU - Seferidi, P. AU - Vamos, E. P. AU - Pearson-Stuttard, J. AU - Collins, B. PY - 2019 DA - 2019// TI - Quantifying the impact of the Public Health Responsibility Deal on salt intake, cardiovascular disease and gastric cancer burdens: interrupted time series and microsimulation study JO - J Epidemiol Commun Health VL - 73 UR - https://doi.org/10.1136/jech-2018-211749 DO - 10.1136/jech-2018-211749 ID - Laverty2019 ER - TY - JOUR AU - Garriga, C. AU - Murphy, J. AU - Leal, J. AU - Price, A. AU - Prieto-Alhambra, D. AU - Carr, A. PY - 2019 DA - 2019// TI - Impact of a national enhanced recovery after surgery programme on patient outcomes of primary total knee replacement: an interrupted time series analysis from "The National Joint Registry of England, Wales, Northern Ireland and the Isle of Man" JO - Osteoarthr Cartil VL - 27 UR - https://doi.org/10.1016/j.joca.2019.05.001 DO - 10.1016/j.joca.2019.05.001 ID - Garriga2019 ER - TY - JOUR AU - Zhu, D. AU - Shi, X. AU - Nicholas, S. AU - Bai, Q. AU - He, P. PY - 2019 DA - 2019// TI - Impact of China's healthcare price reforms on traditional Chinese medicine public hospitals in Beijing: an interrupted time-series study JO - BMJ Open VL - 9 UR - https://doi.org/10.1136/bmjopen-2019-029646 DO - 10.1136/bmjopen-2019-029646 ID - Zhu2019 ER - TY - JOUR AU - Wagner, A. K. AU - Soumerai, S. B. AU - Zhang, F. AU - Ross-Degnan, D. PY - 2002 DA - 2002// TI - Segmented regression analysis of interrupted time series studies in medication use research JO - J Clin Pharm Ther VL - 27 UR - https://doi.org/10.1046/j.1365-2710.2002.00430.x DO - 10.1046/j.1365-2710.2002.00430.x ID - Wagner2002 ER - TY - JOUR AU - Penfold, R. AU - Zhang, F. PY - 2013 DA - 2013// TI - Use of interrupted time series analysis in evaluating health care quality improvements JO - Acad Pediatr VL - 13 UR - https://doi.org/10.1016/j.acap.2013.08.002 DO - 10.1016/j.acap.2013.08.002 ID - Penfold2013 ER - TY - JOUR AU - Judge, A. AU - Wallace, G. AU - Prieto-Alhambra, D. AU - Arden, N. K. AU - Edwards, C. J. PY - 2015 DA - 2015// TI - Can the publication of guidelines change the management of early rheumatoid arthritis? An interrupted time series analysis from the United Kingdom JO - Rheumatology VL - 54 ID - Judge2015 ER - TY - JOUR AU - Linden, A. PY - 2015 DA - 2015// TI - Conducting interrupted time-series analysis for single-and multiple-group comparisons JO - Stata J VL - 15 UR - https://doi.org/10.1177/1536867X1501500208 DO - 10.1177/1536867X1501500208 ID - Linden2015 ER - TY - JOUR AU - Cordtz, R. L. AU - Hawley, S. AU - Prieto-Alhambra, D. AU - Hojgaard, P. AU - Zobbe, K. AU - Overgaard, S. PY - 2018 DA - 2018// TI - Incidence of hip and knee replacement in patients with rheumatoid arthritis following the introduction of biological DMARDs: an interrupted time-series analysis using nationwide Danish healthcare registers JO - Ann Rheum Dis VL - 77 UR - https://doi.org/10.1136/annrheumdis-2017-212424 DO - 10.1136/annrheumdis-2017-212424 ID - Cordtz2018 ER - TY - JOUR AU - Gandrup, J. AU - Li, J. AU - Izadi, Z. AU - Gianfrancesco, M. AU - Ellingsen, T. AU - Yazdany, J. PY - 2019 DA - 2019// TI - Three quality improvement initiatives improved performance of rheumatoid arthritis disease activity measures in electronic health records: results from an interrupted time series study JO - Arthritis Care Res (Hoboken) VL - 72 UR - https://doi.org/10.1002/acr.23848 DO - 10.1002/acr.23848 ID - Gandrup2019 ER - TY - JOUR AU - Hawley, S. AU - Ali, M. S. AU - Berencsi, K. AU - Judge, A. AU - Prieto-Alhambra, D. PY - 2019 DA - 2019// TI - Sample size and power considerations for ordinary least squares interrupted time series analysis: a simulation study JO - Clin Epidemiol VL - 11 UR - https://doi.org/10.2147/CLEP.S176723 DO - 10.2147/CLEP.S176723 ID - Hawley2019 ER - TY - JOUR AU - Arsalan, M. AU - Qureshi, A. S. AU - A. K, Rajarajan M, PY - 2017 DA - 2017// TI - Protection of medical images and patient related information in healthcare: using an intelligent and reversible watermarking technique JO - Appl Soft Comput VL - 51 UR - https://doi.org/10.1016/j.asoc.2016.11.044 DO - 10.1016/j.asoc.2016.11.044 ID - Arsalan2017 ER - TY - JOUR AU - Ignatov, A. PY - 2018 DA - 2018// TI - Real-time human activity recognition from accelerometer data using convolutional neural networks JO - Appl Soft Comput VL - 62 UR - https://doi.org/10.1016/j.asoc.2017.09.027 DO - 10.1016/j.asoc.2017.09.027 ID - Ignatov2018 ER - TY - JOUR AU - Krishnan, G. S. AU - Kamath, S. S. PY - 2019 DA - 2019// TI - A novel GA-ELM model for patient-specific mortality prediction over large-scale lab event data JO - Appl Soft Comput VL - 80 UR - https://doi.org/10.1016/j.asoc.2019.04.019 DO - 10.1016/j.asoc.2019.04.019 ID - Krishnan2019 ER - TY - JOUR AU - Selvaraj, A. AU - Patan, R. AU - Gandomi, A. H. AU - Deverajan, G. G. AU - Pushparaj, M. PY - 2019 DA - 2019// TI - Optimal virtual machine selection for anomaly detection using a swarm intelligence approach JO - Appl Soft Comput VL - 84 UR - https://doi.org/10.1016/j.asoc.2019.105686 DO - 10.1016/j.asoc.2019.105686 ID - Selvaraj2019 ER - TY - JOUR AU - Liu, M. AU - Zhou, M. AU - Zhang, T. AU - Xiong, N. PY - 2020 DA - 2020// TI - Semi-supervised learning quantization algorithm with deep features for motor imagery EEG Recognition in smart healthcare application JO - Appl Soft Comput VL - 89 UR - https://doi.org/10.1016/j.asoc.2020.106071 DO - 10.1016/j.asoc.2020.106071 ID - Liu2020 ER - TY - JOUR AU - Aladeemy, M. AU - Adwan, L. AU - Booth, A. AU - Khasawneh, M. T. AU - Poranki, S. PY - 2020 DA - 2020// TI - New feature selection methods based on opposition-based learning and self-adaptive cohort intelligence for predicting patient no-shows JO - Appl Soft Comput VL - 86 UR - https://doi.org/10.1016/j.asoc.2019.105866 DO - 10.1016/j.asoc.2019.105866 ID - Aladeemy2020 ER - TY - JOUR AU - Bonakdari, H. AU - Pelletier, J. P. AU - Martel-Pelletier, J. PY - 2020 DA - 2020// TI - A reliable time-series method for predicting arthritic disease outcomes: new step from regression toward a nonlinear artificial intelligence method JO - Comput Methods Programs Biomed VL - 189 UR - https://doi.org/10.1016/j.cmpb.2020.105315 DO - 10.1016/j.cmpb.2020.105315 ID - Bonakdari2020 ER - TY - JOUR AU - Barone-Adesi, F. AU - Gasparrini, A. AU - Vizzini, L. AU - Merletti, F. AU - Richiardi, L. PY - 2011 DA - 2011// TI - Effects of Italian smoking regulation on rates of hospital admission for acute coronary events: a country-wide study JO - PLoS ONE VL - 6 UR - https://doi.org/10.1371/journal.pone.0017419 DO - 10.1371/journal.pone.0017419 ID - Barone-Adesi2011 ER - TY - JOUR AU - Hirsch, R. M. AU - Slack, J. R. PY - 1984 DA - 1984// TI - A nonparametric trend test for seasonal data with serial dependence JO - Water Resour Res VL - 20 UR - https://doi.org/10.1029/WR020i006p00727 DO - 10.1029/WR020i006p00727 ID - Hirsch1984 ER - TY - JOUR AU - Zeynoddin, M. AU - Bonakdari, H. AU - Ebtehaj, I. AU - Esmaeilbeiki, F. AU - Gharabaghi, A. AU - Haghi, D. Z. PY - 2019 DA - 2019// TI - A reliable linear stochastic daily soil temperature forecast model JO - Soil Tillage Res VL - 189 UR - https://doi.org/10.1016/j.still.2018.12.023 DO - 10.1016/j.still.2018.12.023 ID - Zeynoddin2019 ER - TY - BOOK AU - Kashyap, R. L. AU - Rao, A. R. PY - 1976 DA - 1976// TI - Dynamic stochastic models from empirical data PB - Academic Press CY - New York ID - Kashyap1976 ER - TY - JOUR AU - Kwiatkowski, D. AU - Phillips, C. B. AU - Schmidt, P. AU - Yongcheol, S. PY - 1992 DA - 1992// TI - Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root? JO - J Econom VL - 54 UR - https://doi.org/10.1016/0304-4076(92)90104-Y DO - 10.1016/0304-4076(92)90104-Y ID - Kwiatkowski1992 ER - TY - JOUR AU - Jarque, C. M. AU - Bera, A. K. PY - 1980 DA - 1980// TI - Efficient tests for normality, homoscedasticity and serial independence of regression residuals JO - Econ Lett VL - 6 UR - https://doi.org/10.1016/0165-1765(80)90024-5 DO - 10.1016/0165-1765(80)90024-5 ID - Jarque1980 ER - TY - BOOK AU - Cryer, J. D. AU - Chan, K. S. PY - 2008 DA - 2008// TI - Time series analysis PB - Springer CY - New York UR - https://doi.org/10.1007/978-0-387-75959-3 DO - 10.1007/978-0-387-75959-3 ID - Cryer2008 ER - TY - JOUR AU - Ivakhnenko, A. G. PY - 1971 DA - 1971// TI - Polynomial theory of complex systems JO - IEEE Trans Syst Man Cybern Syst VL - 1 UR - https://doi.org/10.1109/TSMC.1971.4308320 DO - 10.1109/TSMC.1971.4308320 ID - Ivakhnenko1971 ER - TY - JOUR AU - Sharma, N. AU - Om, H. PY - 2015 DA - 2015// TI - GMDH polynomial and RBF neural network for oral cancer classification JO - Netw Model Anal Health Inform Bioinform VL - 4 UR - https://doi.org/10.1007/s13721-017-0163-8 DO - 10.1007/s13721-017-0163-8 ID - Sharma2015 ER - TY - JOUR AU - Mo, L. AU - Xie, L. AU - Jiang, X. AU - Teng, G. AU - Xu, L. AU - Xiao, J. PY - 2018 DA - 2018// TI - GMDH-based hybrid model for container throughput forecasting: selective combination forecasting in nonlinear subseries JO - Appl Soft Comput VL - 62 UR - https://doi.org/10.1016/j.asoc.2017.10.033 DO - 10.1016/j.asoc.2017.10.033 ID - Mo2018 ER - TY - JOUR AU - Novikov, M. PY - 2019 DA - 2019// TI - Multiparametric quantitative and texture 18F-FDG PET/CT analysis for primary malignant tumour grade differentiation JO - Eur Radiol Exp VL - 3 UR - https://doi.org/10.1186/s41747-019-0124-3 DO - 10.1186/s41747-019-0124-3 ID - Novikov2019 ER - TY - JOUR AU - Oprea, M. PY - 2020 DA - 2020// TI - A general framework and guidelines for benchmarking computational intelligence algorithms applied to forecasting problems derived from an application domain-oriented survey JO - Appl Soft Comput VL - 89 UR - https://doi.org/10.1016/j.asoc.2020.106103 DO - 10.1016/j.asoc.2020.106103 ID - Oprea2020 ER - TY - JOUR AU - Walton, R. AU - Binns, A. AU - Bonakdari, H. AU - Ebtehaj, I. AU - Gharabaghi, B. PY - 2019 DA - 2019// TI - Estimating 2-year flood flows using the generalized structure of the Group Method of Data Handling JO - J Hydrol VL - 575 UR - https://doi.org/10.1016/j.jhydrol.2019.05.068 DO - 10.1016/j.jhydrol.2019.05.068 ID - Walton2019 ER - TY - JOUR AU - Safari, M. J. S. AU - Ebtehaj, I. AU - Bonakdari, H. AU - Es-haghi, M. S. PY - 2019 DA - 2019// TI - Sediment transport modeling in rigid boundary open channels using generalize structure of group method of data handling JO - J Hydrol VL - 577 UR - https://doi.org/10.1016/j.jhydrol.2019.123951 DO - 10.1016/j.jhydrol.2019.123951 ID - Safari2019 ER - TY - JOUR AU - Bonakdari, H. AU - Ebtehaj, I. AU - Gharabaghi, B. AU - Vafaeifard, M. AU - Akhbari, A. PY - 2019 DA - 2019// TI - Calculating the energy consumption of electrocoagulation using a generalized structure group method of data handling integrated with a genetic algorithm and singular value decomposition JO - Clean Technol Environ Policy VL - 21 UR - https://doi.org/10.1007/s10098-018-1642-z DO - 10.1007/s10098-018-1642-z ID - Bonakdari2019 ER - TY - BOOK AU - Burnham, K. P. AU - Anderson, D. R. PY - 2002 DA - 2002// TI - Model selection and multimodel inference: a practical information-theoretic approach PB - Springer CY - NEW York ID - Burnham2002 ER - TY - JOUR AU - Ljung, G. M. AU - Box, G. E. P. PY - 1978 DA - 1978// TI - On a measure of lack of fit in time series models JO - Biometrika VL - 65 UR - https://doi.org/10.1093/biomet/65.2.297 DO - 10.1093/biomet/65.2.297 ID - Ljung1978 ER - TY - JOUR AU - Taylor, K. E. PY - 2001 DA - 2001// TI - Summarizing multiple aspects of model performance in a single diagram JO - J Geophys Res-Atmos VL - 106 UR - https://doi.org/10.1029/2000JD900719 DO - 10.1029/2000JD900719 ID - Taylor2001 ER - TY - JOUR AU - Heo, K. Y. AU - Ha, K. K. AU - Yun, K. S. AU - Lee, S. S. AU - Kim, H. J. AU - Wang, B. PY - 2014 DA - 2014// TI - Methods for uncertainty assessment of climate models and model predictions over East Asia JO - Int J Climatol VL - 34 UR - https://doi.org/10.1002/joc.3692 DO - 10.1002/joc.3692 ID - Heo2014 ER - TY - JOUR AU - Zeynoddin, M. AU - Bonakdari, H. AU - Azari, A. AU - Ebtehaj, I. AU - Gharabaghi, B. AU - Riahi, M. H. PY - 2018 DA - 2018// TI - Novel hybrid linear stochastic with non-linear extreme learning machine methods for forecasting monthly rainfall a tropical climate JO - J Environ Manage VL - 222 UR - https://doi.org/10.1016/j.jenvman.2018.05.072 DO - 10.1016/j.jenvman.2018.05.072 ID - Zeynoddin2018 ER - TY - JOUR AU - Bhaskaran, K. AU - Gasparrini, A. AU - Hajat, S. AU - Smeeth, L. AU - Armstrong, B. PY - 2013 DA - 2013// TI - Time series regression studies in environmental epidemiology JO - Int J Epidemiol VL - 42 UR - https://doi.org/10.1093/ije/dyt092 DO - 10.1093/ije/dyt092 ID - Bhaskaran2013 ER - TY - JOUR AU - Bonakdari, H. AU - Pelletier, J. P. AU - Martel-Pelletier, J. PY - 2020 DA - 2020// TI - Viewpoint on time series and interrupted time series optimum modeling for predicting arthritic disease outcomes JO - Curr Rheumatol Rep VL - 22 UR - https://doi.org/10.1007/s11926-020-00907-6 DO - 10.1007/s11926-020-00907-6 ID - Bonakdari2020 ER - TY - JOUR AU - Gasparrini, A. AU - Gorini, G. AU - Barchielli, A. PY - 2009 DA - 2009// TI - On the relationship between smoking bans and incidence of acute myocardial infarction JO - Eur J Epidemiol VL - 24 UR - https://doi.org/10.1007/s10654-009-9377-0 DO - 10.1007/s10654-009-9377-0 ID - Gasparrini2009 ER - TY - JOUR AU - Desai, S. P. AU - Lu, B. AU - Szent-Gyorgyi, L. E. AU - Bogdanova, A. A. AU - Turchin, A. AU - Weinblatt, M. PY - 2013 DA - 2013// TI - Increasing pneumococcal vaccination for immunosuppressed patients: a cluster quality improvement trial JO - Arthritis Rheum VL - 65 UR - https://doi.org/10.1002/art.37716 DO - 10.1002/art.37716 ID - Desai2013 ER -