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A K Srivastava,D Singh,A S Pandey,Sanjay Kumar
In this paper, electricity price forecasting using J48, Random forest and Bagging are used to effectively forecast the electricity price. These models are obtained by recursively partitioning the data space and fitting a simple prediction model within ea...
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Carlos Hernán Cardona Taborda, Nancy Gelvez García, Jairo Jamith Palacios Rozo
Pág. 3 - 15
ResumenDescargasReferenciasCómo citar
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Denis Lizazo Torres, Roberto Delfor Meyer, Verena Torres Cárdenas
En este trabajo se aplicó por primera vez la Minería de Datos a la información generada por la Encuesta Permanente de Hogares del año 2009, del Observatorio Social de la Universi-dad del Litoral en Santa Fe, Argentina. El objetivo fue utilizar algoritmos...
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Heba Aly Elzeheiry, Sherief Barakat and Amira Rezk
In recent years, medical data have vastly increased due to the continuous generation of digital data. The different forms of medical data, such as reports, textual, numerical, monitoring, and laboratory data generate the so-called medical big data. This ...
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Ahmed Gaber, Hassan A. Youness, Alaa Hamdy, Hammam M. Abdelaal and Ammar M. Hassan
Fatty liver disease is considered a critical illness that should be diagnosed and detected at an early stage. In advanced stages, liver cancer or cirrhosis arise, and to identify this disease, radiologists commonly use ultrasound images. However, because...
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Facundo Cortés Martínez, Dr., Alejandro Treviño Cansino, Dr., María-Aracelia Alcorta García, Dr., Arturo Tadeo Espinoza Fraire, Dr., José Armando Sáenz Esqueda, Julio Gerardo Lozoya Velez
Pág. 13 - 24
Un problema que enfrentan los organismos operadores de agua, es el cumplimiento de la normatividaden la calidad del agua residual tratada. Por lo que es recomendable implementar estrategias que favorezcan elcumplimiento de las regulaciones. La minería de...
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Dthenifer Cordeiro Santana, Gustavo de Faria Theodoro, Ricardo Gava, João Lucas Gouveia de Oliveira, Larissa Pereira Ribeiro Teodoro, Izabela Cristina de Oliveira, Fábio Henrique Rojo Baio, Carlos Antonio da Silva Junior, Job Teixeira de Oliveira and Paulo Eduardo Teodoro
Using multispectral sensors attached to unmanned aerial vehicles (UAVs) can assist in the collection of morphological and physiological information from several crops. This approach, also known as high-throughput phenotyping, combined with data processin...
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Lowri Williams, Eirini Anthi and Pete Burnap
The performance of emotive text classification using affective hierarchical schemes (e.g., WordNet-Affect) is often evaluated using the same traditional measures used to evaluate the performance of when a finite set of isolated classes are used. However,...
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Mohammed Gollapalli
The COVID-19 epidemic has highlighted the significance of sanitization and maintaining hygienic access to clean water to reduce mortality and morbidity cases worldwide. Diarrhea is one of the prevalent waterborne diseases caused due to contaminated water...
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Charlyn Nayve Villavicencio, Julio Jerison Escudero Macrohon, Xavier Alphonse Inbaraj, Jyh-Horng Jeng and Jer-Guang Hsieh
Early diagnosis is crucial to prevent the development of a disease that may cause danger to human lives. COVID-19, which is a contagious disease that has mutated into several variants, has become a global pandemic that demands to be diagnosed as soon as ...
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Alessandro Roncaglia
Pág. 3 - 9
Il lavoro introduce agli atti di un convegno tenuto presso l?Accademia Nazionale dei Lincei nel dicembre 2020, di celebrazione del cinquantesimo anniversario dello Statuto dei lavoratori: una riforma che costituisce un importante progresso nello sviluppo...
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Ibrahim Obeidat,Nabhan Hamadneh,Mouhammd Alkasassbeh,Mohammad Almseidin,Mazen Ibrahim AlZubi
Pág. pp. 70 - 84
Abstract? Network security engineers work to keep services available all the time by handling intruder attacks. Intrusion Detection System (IDS) is one of the obtainable mechanism that used to sense and classify any abnormal actions. Therefore, the IDS m...
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Mohammad Almseidin,AlMaha Abu Zuraiq,Mouhammd Al-kasassbeh,Nidal Alnidami
Pág. pp. 171 - 183
With increasing technology developments, the Internet has become everywhere and accessible by everyone. There are a considerable number of web-pages with different benefits. Despite this enormous number, not all of these sites are legitimate. There are s...
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Md Nasim Adnan,Md Zahidul Islam
Decision trees are popularly used in a wide range of real world problems for both prediction and classification (logic) rules discovery. A decision forest is an ensemble of decision trees and it is often built for achieving better predictive performance ...
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Alexander Mackenzie Rivero, Alberto Rodríguez Rodríguez, Edwin Joao Merchán Carreño, Rodrigo Martínez Béjar
Pág. 44 - 49
El uso del aprendizaje automático permite la creación de un modelo predictivo de datos, como resultado del análisis en un conjunto de datos con 286 instancias y nueve atributos pertenecientes al Instituto de Oncología del Centro Médico Universitario. Lju...
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Xiaoling Tao, Deyan Kong, Yi Wei and Yong Wang
Data fusion is usually performed prior to classification in order to reduce the input space. These dimensionality reduction techniques help to decline the complexity of the classification model and thus improve the classification performance. The traditi...
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Agung Wibowo
Pág. 112 - 118
Jamur berdasarkan manfaatnya dapat digolongkan menjadi layak makan, beracun dan obat. Penelitian dan aplikasi indentifikasi jamur layak makan/konsumsi masih sangat sedikit padahal Indonesia yang secara geografis berada di daerah tropis mendukung pertumbu...
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Ola Karajeh, Dirar Darweesh, Omar Darwish, Noor Abu-El-Rub, Belal Alsinglawi and Nasser Alsaedi
Social media sites are considered one of the most important sources of data in many fields, such as health, education, and politics. While surveys provide explicit answers to specific questions, posts in social media have the same answers implicitly occu...
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Yu-Chia Hsu
The interdisciplinary nature of sports and the presence of various systemic and non-systemic factors introduce challenges in predicting sports match outcomes using a single disciplinary approach. In contrast to previous studies that use sports performanc...
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Radius Tanone,Hendra Budi Prasetya
Pág. pp. 134 - 149
The development of food and beverage products increases over the years. The high level of food consumption led to the presence of new food and beverage brands produced in Salatiga. In accordance with this fact, Organoleptic Tests or in other words evalua...
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