Search Results - "Information (Basel)"

COVID-19 Public Sentiment Insights and Machine Learning for Tweets Classification by Samuel, Jim, Ali, G. G. Md. Nawaz, Rahman, Md. Mokhlesur, Esawi, Ek, Samuel, Yana

“…Along with the Coronavirus pandemic, another crisis has manifested itself in the form of mass fear and panic phenomena, fueled by incomplete and often…”
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Twitter Sentiment Analysis towards COVID-19 Vaccines in the Philippines Using Naïve Bayes by Villavicencio, Charlyn, Macrohon, Julio Jerison, Inbaraj, X. Alphonse, Jeng, Jyh-Horng, Hsieh, Jer-Guang

“…A year into the COVID-19 pandemic and one of the longest recorded lockdowns in the world, the Philippines received its first delivery of COVID-19 vaccines on 1…”
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A Review of Blockchain-Based Systems in Transportation by Astarita, Vittorio, Giofrè, Vincenzo Pasquale, Mirabelli, Giovanni, Solina, Vittorio

“…This paper presents a literature review about the application of blockchain-based systems in transportation. The main aim was to identify, through the…”
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Albumentations: Fast and Flexible Image Augmentations by Buslaev, Alexander, Iglovikov, Vladimir I., Khvedchenya, Eugene, Parinov, Alex, Druzhinin, Mikhail, Kalinin, Alexandr A.

“…Data augmentation is a commonly used technique for increasing both the size and the diversity of labeled training sets by leveraging input transformations that…”
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A Distributed Ledger for Supply Chain Physical Distribution Visibility by Wu, Haoyan, Li, Zhijie, King, Brian, Ben Miled, Zina, Wassick, John, Tazelaar, Jeffrey

“…Supply chains (SC) span many geographies, modes and industries and involve several phases where data flows in both directions from suppliers, manufacturers,…”
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Short-Term Electricity Load Forecasting with Machine Learning by Aguilar Madrid, Ernesto, Antonio, Nuno

“…An accurate short-term load forecasting (STLF) is one of the most critical inputs for power plant units’ planning commitment. STLF reduces the overall planning…”
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Fastai: A Layered API for Deep Learning by Howard, Jeremy, Gugger, Sylvain

“…fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in…”
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Text Classification Algorithms: A Survey by Kowsari, Kamran, Kiana Jafari Meimandi, Heidarysafa, Mojtaba, Mendu, Sanjana, Barnes, Laura, Brown, Donald

“…In recent years, there has been an exponential growth in the number of complex documentsand texts that require a deeper understanding of machine learning…”
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A Review on Energy Consumption Optimization Techniques in IoT Based Smart Building Environments by Shah, Abdul, Nasir, Haidawati, Fayaz, Muhammad, Lajis, Adidah, Shah, Asadullah

“…In recent years, due to the unnecessary wastage of electrical energy in residential buildings, the requirement of energy optimization and user comfort has…”
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Virtual Restoration and Virtual Reconstruction in Cultural Heritage: Terminology, Methodologies, Visual Representation Techniques and Cognitive Models by Pietroni, Eva, Ferdani, Daniele

“…Today, the practice of making digital replicas of artworks and restoring and recontextualizing them within artificial simulations is widespread in the virtual…”
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A Review on UAV-Based Applications for Precision Agriculture by Tsouros, Dimosthenis C., Bibi, Stamatia, Sarigiannidis, Panagiotis G.

“…Emerging technologies such as Internet of Things (IoT) can provide significant potential in Smart Farming and Precision Agriculture applications, enabling the…”
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External Human–Machine Interfaces: The Effect of Display Location on Crossing Intentions and Eye Movements by Eisma, Y. B., van Bergen, S., ter Brake, S. M., Hensen, M. T. T., Tempelaar, W. J., de Winter, J. C. F.

“…In the future, automated cars may feature external human–machine interfaces (eHMIs) to communicate relevant information to other road users. However, it is…”
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Storytelling and Visualization: An Extended Survey by Tong, Chao, Roberts, Richard, Borgo, Rita, Walton, Sean, Laramee, Robert, Wegba, Kodzo, Lu, Aidong, Wang, Yun, Qu, Huamin, Luo, Qiong, Ma, Xiaojuan

“…Throughout history, storytelling has been an effective way of conveying information and knowledge. In the field of visualization, storytelling is rapidly…”
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Machine Learning in Python: Main Developments and Technology Trends in Data Science, Machine Learning, and Artificial Intelligence by Raschka, Sebastian, Patterson, Joshua, Nolet, Corey

“…Smarter applications are making better use of the insights gleaned from data, having an impact on every industry and research discipline. At the core of this…”
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Choosing Mutation and Crossover Ratios for Genetic Algorithms—A Review with a New Dynamic Approach by Hassanat, Ahmad, Almohammadi, Khalid, Alkafaween, Esra’a, Abunawas, Eman, Hammouri, Awni, Prasath, V. B. Surya

“…Genetic algorithm (GA) is an artificial intelligence search method that uses the process of evolution and natural selection theory and is under the umbrella of…”
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A Survey of Deep Learning Methods for Cyber Security by Berman, Daniel, Buczak, Anna, Chavis, Jeffrey, Corbett, Cherita

“…This survey paper describes a literature review of deep learning (DL) methods for cyber security applications. A short tutorial-style description of each DL…”
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Big Data Analytics and Firm Performance: A Systematic Review by Maroufkhani, Parisa, Wagner, Ralf, Wan Ismail, Wan Khairuzzaman, Baroto, Mas Bambang, Nourani, Mohammad

“…The literature on big data analytics and firm performance is still fragmented and lacking in attempts to integrate the current studies’ results. This study…”
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BBDS: Blockchain-Based Data Sharing for Electronic Medical Records in Cloud Environments by Xia, Qi, Sifah, Emmanuel, Smahi, Abla, Amofa, Sandro, Zhang, Xiaosong

“…Disseminating medical data beyond the protected cloud of institutions poses severe risks to patients’ privacy, as breaches push them to the point where they…”
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An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19 by De Magistris, Giorgio, Russo, Samuele, Roma, Paolo, Starczewski, Janusz T., Napoli, Christian

“…Over the last few years, the phenomenon of fake news has become an important issue, especially during the worldwide COVID-19 pandemic, and also a serious risk…”
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Innovation in the Era of IoT and Industry 5.0: Absolute Innovation Management (AIM) Framework by Aslam, Farhan, Aimin, Wang, Li, Mingze, Ur Rehman, Khaliq

“…In the modern business environment, characterized by rapid technological advancements and globalization, abetted by IoT and Industry 5.0 phenomenon, innovation…”
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