Search Results - "Dhakal, Sandeep"

Exploring a deep LSTM neural network to forecast daily PM2.5 concentration using meteorological parameters in Kathmandu Valley, Nepal by Dhakal, Sandeep, Gautam, Yogesh, Bhattarai, Aayush

“…Fine particulate matter (PM 2.5 ) is a complex air pollutant with numerous gaseous and solid constituents. PM 2.5 possesses a significant hazard due to its…”
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Evolution of cooperation and trust in an N-player social dilemma game with tags for migration decisions by Dhakal, Sandeep, Chiong, Raymond, Chica, Manuel, Han, The Anh

“…We present an evolutionary game model that integrates the concept of tags, trust and migration to study how trust in social and physical groups influence…”
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Evaluation of Temperature-Based Empirical Models and Machine Learning Techniques to Estimate Daily Global Solar Radiation at Biratnagar Airport, Nepal by Dhakal, Sandeep, Bhattarai, Aayush, Gautam, Yogesh

“…Global solar radiation (GSR) is a critical variable for designing photovoltaic cells, solar furnaces, solar collectors, and other passive solar applications…”
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Using Evolutionary Game Theory to Study Behavioral Strategies of the Government and Carriers Under Different Transshipment Modes by Yang, Lijuan, Zhang, Yu, Chiong, Raymond, Dhakal, Sandeep, Qi, Qiangqiang

“…Due to severe congestion before the Three Gorges Dam, roll-on/roll-off and container carriers are encouraged to adopt water-land transshipment mode. Owing to…”
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Perception of safety culture in the Nepalese aviation industry: A factor analysis approach by Bhattarai, Aayush, Dhakal, Sandeep, Gautam, Yogesh, Bhattarai, Nawraj, Jha, Bikal, Sharma, Utsav

“…•Industry-wide survey data is used assess employee’s perception of safety culture.•Factor solution extracts four factors from the data set of 33…”
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Investigating bound handling schemes and parameter settings for the interior search algorithm to solve truss problems by Kashani, Ali R., Chiong, Raymond, Dhakal, Sandeep, Gandomi, Amir H.

“…The interior search algorithm (ISA) is an optimization algorithm inspired by esthetic techniques used for interior design and decoration. The algorithm has…”
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Vision-based intelligent path planning for SCARA arm by Gautam, Yogesh, Prajapati, Bibek, Dhakal, Sandeep, Pandeya, Bibek, Prajapati, Bijendra

“…This paper proposes a novel algorithm combining object detection and potential field algorithm for autonomous operation of SCARA arm. The start, obstacles, and…”
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A textual-based featuring approach for depression detection using machine learning classifiers and social media texts by Chiong, Raymond, Budhi, Gregorius Satia, Dhakal, Sandeep, Chiong, Fabian

“…Depression is one of the leading causes of suicide worldwide. However, a large percentage of cases of depression go undiagnosed and, thus, untreated. Previous…”
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A fuzzy-based ensemble model for improving malicious web domain identification by Chiong, Raymond, Wang, Zuli, Fan, Zongwen, Dhakal, Sandeep

“…Accurate identification of malicious web domains is crucial for protecting users from the risks of theft of private information, malware attack, and monetary…”
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Multiobjective Optimization of Energy-Efficient JOB-Shop Scheduling With Dynamic Reference Point-Based Fuzzy Relative Entropy by He, Lijun, Chiong, Raymond, Li, Wenfeng, Dhakal, Sandeep, Cao, Yulian, Zhang, Yu

“…Energy-efficient production scheduling research has received much attention because of the massive energy consumption of the manufacturing process. In this…”
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Combining Sentiment Lexicons and Content-Based Features for Depression Detection by Chiong, Raymond, Budhi, Gregorious Satia, Dhakal, Sandeep, Cambria, Erik

“…Numerous studies on mental depression have found that tweets posted by users with major depressive disorder could be utilized for depression detection. The…”
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Climate change induced migration and the evolution of cooperation by Dhakal, Sandeep, Chiong, Raymond, Chica, Manuel, Middleton, Richard H.

“…We study the impact of climate change induced migration on the evolution of cooperation using an N-player social dilemma game. Players in the population are…”
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Predicting the printed circuit board cycle time of surface-mount-technology production lines using a symbiotic organism search-based support vector regression ensemble by Li, Debiao, Chen, Siping, Chiong, Raymond, Wang, Liting, Dhakal, Sandeep

“…This paper presents a symbiotic organism search (SOS)-based support vector regression (SVR) ensemble for predicting the printed circuit board (PCB) cycle time…”
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A Novel Ensemble Learning Approach for Stock Market Prediction Based on Sentiment Analysis and the Sliding Window Method by Chiong, Raymond, Fan, Zongwen, Hu, Zhongyi, Dhakal, Sandeep

“…Financial news disclosures provide valuable information for traders and investors while making stock market investment decisions. Essential but challenging,…”
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A dynamic constraint representation approach based on cross-domain dictionary learning for expression recognition by Sun, Zhe, Chiong, Raymond, Hu, Zheng-ping, Dhakal, Sandeep

“…Facial expression recognition (FER) is an active research area that has attracted much attention from both academics and practitioners of different fields. In…”
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Evolution of trust in the sharing economy with fixed provider and consumer roles under different host network structures by Chiong, Raymond, Dhakal, Sandeep, Chaston, Timothy, Chica, Manuel

“…We present an evolutionary trust game to investigate the formation of trust in sharing economy situations, where participants have a fixed provider or consumer…”
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Using a hybrid content-based and behaviour-based featuring approach in a parallel environment to detect fake reviews by Satia Budhi, Gregorius, Chiong, Raymond, Wang, Zuli, Dhakal, Sandeep

“…•We study fake review detection using machine learning.•A hybrid approach combining content and behaviour-based features is used.•Resampling methods are…”
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Design of a novel carbon/carbon composite microvascular solar receiver by Zuzelski, Matt, Laporte-Azcué, Marta, Cordeiro, Jose, Dhakal, Sandeep, Daghigh, Vahid, Keller, Michael, Ramsurn, Hema, Otanicar, Todd

“…•Carbon/carbon composite receiver material for next generation concentrated solar power.•Computational fluid dynamics analysis of solar thermal…”
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Multi-level particle swarm optimisation and its parallel version for parameter optimisation of ensemble models: a case of sentiment polarity prediction by Budhi, Gregorius Satia, Chiong, Raymond, Dhakal, Sandeep

“…Ensemble learning is increasingly used in sentiment analysis. Determining the parameter settings of ensemble models, however, is not easy. Besides its own…”
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Design of a novel carbon/carbon composite microvascular solar receiver by Zuzelski, Matt, Laporte-Azcué, Marta, Cordeiro, Jose, Dhakal, Sandeep, Daghigh, Vahid, Keller, Michael, Ramsurn, Hema, Otanicar, Todd

“…Solar thermal power tower systems are the primary technology being proposed for solar electricity from thermal energy. Operational limits on these towers are…”
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