Výsledky vyhledávání - "Computer Appl. in Administrative Data Processing"

Multi-input CNN-GRU based human activity recognition using wearable sensors Autor Dua, Nidhi, Singh, Shiva Nand, Semwal, Vijay Bhaskar

“…Human Activity Recognition (HAR) has attracted much attention from researchers in the recent past. The intensification of research into HAR lies in the motive…”
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Customer churn prediction system: a machine learning approach Autor Lalwani, Praveen, Mishra, Manas Kumar, Chadha, Jasroop Singh, Sethi, Pratyush

“…The customer churn prediction (CCP) is one of the challenging problems in the telecom industry. With the advancement in the field of machine learning and…”
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Future directions for chatbot research: an interdisciplinary research agenda Autor Følstad, Asbjørn, Araujo, Theo, Law, Effie Lai-Chong, Brandtzaeg, Petter Bae, Papadopoulos, Symeon, Reis, Lea, Baez, Marcos, Laban, Guy, McAllister, Patrick, Ischen, Carolin, Wald, Rebecca, Catania, Fabio, Meyer von Wolff, Raphael, Hobert, Sebastian, Luger, Ewa

“…Chatbots are increasingly becoming important gateways to digital services and information—taken up within domains such as customer service, health, education,…”
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Nature inspired meta heuristic algorithms for optimization problems Autor Vinod Chandra, S S, Anand, H S

“…Optimization and decision making problems in various fields of engineering have a major impact in this current era. Processing time and utilizing memory is…”
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Optimized IoT service placement in the fog Autor Skarlat, Olena, Nardelli, Matteo, Schulte, Stefan, Borkowski, Michael, Leitner, Philipp

“…The Internet of Things (IoT) leads to an ever-growing presence of ubiquitous networked computing devices in public, business, and private spaces. These devices…”
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Trust-driven reinforcement selection strategy for federated learning on IoT devices Autor Rjoub, Gaith, Wahab, Omar Abdel, Bentahar, Jamal, Bataineh, Ahmed

“…Federated learning is a distributed machine learning approach that enables a large number of edge/end devices to perform on-device training for a single…”
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A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems Autor Hameed, Abdul, Khoshkbarforoushha, Alireza, Ranjan, Rajiv, Jayaraman, Prem Prakash, Kolodziej, Joanna, Balaji, Pavan, Zeadally, Sherali, Malluhi, Qutaibah Marwan, Tziritas, Nikos, Vishnu, Abhinav, Khan, Samee U., Zomaya, Albert

“…In a cloud computing paradigm, energy efficient allocation of different virtualized ICT resources (servers, storage disks, and networks, and the like) is a…”
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A survey of word embeddings based on deep learning Autor Wang, Shirui, Zhou, Wenan, Jiang, Chao

“…The representational basis for downstream natural language processing tasks is word embeddings, which capture lexical semantics in numerical form to handle the…”
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Edge computing: current trends, research challenges and future directions Autor Carvalho, Gonçalo, Cabral, Bruno, Pereira, Vasco, Bernardino, Jorge

“…The edge computing (EC) paradigm brings computation and storage to the edge of the network where data is both consumed and produced. This variation is…”
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Artificial intelligence to automate the systematic review of scientific literature Autor de la Torre-López, José, Ramírez, Aurora, Romero, José Raúl

“…Artificial intelligence (AI) has acquired notorious relevance in modern computing as it effectively solves complex tasks traditionally done by humans. AI…”
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A modified DeepWalk method for link prediction in attributed social network Autor Berahmand, Kamal, Nasiri, Elahe, Rostami, Mehrdad, Forouzandeh, Saman

“…The increasing growth of online social networks has drawn researchers' attention to link prediction and has been adopted in many fields, including computer…”
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Application of deep reinforcement learning in stock trading strategies and stock forecasting Autor Li, Yuming, Ni, Pin, Chang, Victor

“…The role of the stock market across the overall financial market is indispensable. The way to acquire practical trading signals in the transaction process to…”
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An improved YOLO-based road traffic monitoring system Autor Al-qaness, Mohammed A. A., Abbasi, Aaqif Afzaal, Fan, Hong, Ibrahim, Rehab Ali, Alsamhi, Saeed H., Hawbani, Ammar

“…The growing population in large cities is creating traffic management issues. The metropolis road network management also requires constant monitoring, timely…”
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Energy-makespan optimization of workflow scheduling in fog–cloud computing Autor Ijaz, Samia, Munir, Ehsan Ullah, Ahmad, Saima Gulzar, Rafique, M. Mustafa, Rana, Omer F.

“…The rapid evolution of smart services and Internet of Things devices accessing cloud data centers can lead to network congestion and increased latency. Fog…”
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AI-enabled remote monitoring of vital signs for COVID-19: methods, prospects and challenges Autor Rohmetra, Honnesh, Raghunath, Navaneeth, Narang, Pratik, Chamola, Vinay, Guizani, Mohsen, Lakkaniga, Naga Rajiv

“…The COVID-19 pandemic has overwhelmed the existing healthcare infrastructure in many parts of the world. Healthcare professionals are not only over-burdened…”
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Time and activity sequence prediction of business process instances Autor Polato, Mirko, Sperduti, Alessandro, Burattin, Andrea, Leoni, Massimiliano de

“…The ability to know in advance the trend of running process instances, with respect to different features, such as the expected completion time, would allow…”
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A hybrid machine learning model for intrusion detection in VANET Autor Bangui, Hind, Ge, Mouzhi, Buhnova, Barbora

“…While Vehicular Ad-hoc Network (VANET) is developed to enable effective vehicle communication and traffic information exchange, VANET is also vulnerable to…”
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Smart COVID-shield: an IoT driven reliable and automated prototype model for COVID-19 symptoms tracking Autor Tripathy, Hrudaya Kumar, Mishra, Sushruta, Suman, Shubham, Nayyar, Anand, Sahoo, Kshira Sagar

“…IoT technology is revolutionizing healthcare and is transforming it into more personalized healthcare. In the context of COVID-19 pandemic, IoT`s intervention…”
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Task scheduling in edge-fog-cloud architecture: a multi-objective load balancing approach using reinforcement learning algorithm Autor Ramezani Shahidani, Fatemeh, Ghasemi, Arezoo, Toroghi Haghighat, Abolfazl, Keshavarzi, Amin

“…The rapid development of internet of things (IoT) gadgets and the increase in the rate of sending requests from these devices to cloud data centers resulted in…”
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Balanced multi-perspective checking of process conformance Autor Mannhardt, Felix, de Leoni, Massimiliano, Reijers, Hajo A., van der Aalst, Wil M. P.

“…Organizations maintain process models that describe or prescribe how cases (e.g., orders) are handled. However, reality may not agree with what is modeled…”
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