Browsing by Author "Delen, Dursun"
Now showing items 1-12 of 12
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An analytics approach to decision alternative prioritization for zero-emission zone logistics
Deveci, Muhammet; Pamucar, Dragan; Gökaşar, Ilgın; Delen, Dursun; Wu, Qun; Simic, Vladimir (Elsevier Inc., 2022)Urban freight transportation requires wise management considerations since it is one of the most challenging issues cities face to attain sustainability. To help with the challenging decision process, an integrated two-stage ... -
A critical assessment of consumer reviews: A hybrid NLP-based methodology
Biswas, Baidyanath; Sengupta, Pooja; Kumar, Ajay; Delen, Dursun; Gupta, Shivam (Elsevier B.V., 2022)Online reviews are integral to consumer decision-making while purchasing products on an e-commerce platform. Extant literature has conclusively established the effects of various review and reviewer related predictors ... -
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis
Miao, Zhuqi; Sealey, Meghan D.; Sathyanarayanan, Shrieraam; Delen, Dursun; Zhu, Lan; Shepherd, Scott (Elsevier Ltd, 2023)Even though data preparation constitutes a large proportion of the total effort involved in electronic health record (EHR) based secondary analysis, guidelines for EHR data preparation are still insufficient to date. This ... -
Discovering injury severity risk factors in automobile crashes: A hybrid explainable AI framework for decision support
Amini, Mostafa; Bagheri, Ali; Delen, Dursun (ELSEVIER SCI, 2022)Millions of car crashes occur annually in the US, leaving tens of thousands of deaths and many more severe injuries. Thus, understanding the most impactful contributors to severe injuries in automobile crashes and mitigating ... -
A fuzzy Einstein-based decision support system for public transportation management at times of pandemic
Deveci, Muhammet; Pamucar, Dragan; Gokaşar, Ilgın; Delen, Dursun; Martínez, Luis (Elsevier, 2022)Optimal decision-making has become increasingly more difficult due to their inherent complexity exacerbated by uncertain and rapidly changing environmental conditions in which they are defined. Hence, with the aim of ... -
A fuzzy prescriptive analytics approach to power generation capacity planning
Tektaş, Berna; Turan, Hasan Hüseyin; Kasap, Nihat; Cebi, Ferhan; Delen, Dursun (MDPI, 2022)This study examines the long-term energy capacity investment problem of a power generation company (GenCo), considering the drought threat posed by climate change in hydropower resources in Turkey. The mid-term planning ... -
An interpretable decision-support systems for daily cryptocurrency trading
Dolatsara, Hamidreza Ahady; Kibis, Eyyub; Çağlar, Musa; Şimşek, Serhat; Dağ, Ali; Dolatsara, Gelareh Ahadi; Delen, Dursun (Elsevier Ltd, 2022)Cryptocurrencies, especially Bitcoin (BTC), have become an important commodity for both individual and corporate investors within the last decade. The limited supply, high volatility, and random price fluctuations have ... -
A linear programming-based QFD methodology under fuzzy environment to develop sustainable policies in apparel retailing industry
Aydın, Nezir; Şeker, Şükran; Deveci, Muhammet; Ding, Weiping; Delen, Dursun (Elsevier, 2023)As the retailing industry becomes more customer oriented, it struggles with integrating the voice-of-customers into quality development policies, determining accurate customer expectations, and understanding how to incorporate ... -
A machine learning framework for assessing the risk of venous thromboembolism in patients undergoing hip or knee replacement
Dezfouli, Elham Rasouli; Delen, Dursun; Zhao, Huimin; Davazdahemami, Behrooz (SPRINGERNATURE, 2022)Venous thromboembolism (VTE) is a well-recognized complication that is prevalent in patients undergoing major orthopedic surgery (e.g., total hip arthroplasty and total knee arthroplasty). For years, to identify patients ... -
Measuring efficiency of the high-tech industry using uncertain multi-stage nonparametric technologies
Liu, Xinwang; Chen, Xiaoqing; Wu, Qun; Deveci, Muhammet; Delen, Dursun (Elsevier Ltd, 2023)As an important role in China's economy, the high-tech industry should evaluate and analyze the innovation activities from a systematic perspective to obtain innovation efficiency, thus improving high-quality development. ... -
Relationship between electronic health records strategy and user satisfaction: a longitudinal study using clinicians' online reviews
Srivastava, Ankita; Ayyalasomayajula, Surya; Bao, Chenzhang; Ayabakan, Sezgin; Delen, Dursun (Oxford Academic, 2022)Objective We investigated how the electronic health records (EHRs) strategies concerning EHR sourcing and vendor switching impact user satisfaction over time. Materials and Methods This study used a novel longitudinal ... -
A tree augmented naive bayes-based methodology for classifying cryptocurrency trends
Dağ, Ali; Dağ, Aslı Z.; Asilkalkan, Abdullah; Şimşek, Serhat; Delen, Dursun (ELSEVIER, 2023)As the popularity of blockchain technology and investor confidence in Bitcoin (BTC) increased in recent years, many individuals started making BTC and other cryptocurrency investments, in expectation of high returns. ...
