Search Results

• • 8 

    Academic Journals

  • Sort by: sorttype.publication.date.desc Newest sorttype.publication.date.asc Oldest sorttype.relevance Relevance

• The impact of semantics on aspect level opinion mining.

  Authors:Eman M. Aboelela, Walaa Gad, and Rasha IsmailFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20216,979 words Article 1270LRecently, many users prefer online shopping to purchase items from the web. Shopping websites allow customers to submit comments and provide their feedback for the purchased products. Opinion mining and sentiment...

• Matching sensor ontologies through siamese neural networks without using reference alignment.

  Authors:Xingsi Xue, Chao Jiang, Jie Zhang, Hai Zhu, and Chaofan YangFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20215,950 words Article 1400LSensors have been growingly used in a variety of applications. The lack of semantic information of obtained sensor data will bring about the heterogeneity problem of sensor data in semantic, schema, and syntax levels. To...

• Local network connectivity optimization: an evaluation of heuristics applied to complex spatial networks, a transportation case study, and a spatial social network.

  Authors:Jeremy Auerbach and Hyun KimFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20217,559 words Case study 1520LOptimizing global connectivity in spatial networks, either through rewiring or adding edges, can increase the flow of information and increase the resilience of the network to failures. Yet, rewiring is not feasible for...

• Selective oversampling approach for strongly imbalanced data.

  Authors:Peter Gnip, Liberios Vokorokos, and Peter DrotárFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20215,861 words Report 1370LChallenges posed by imbalanced data are encountered in many real-world applications. One of the possible approaches to improve the classifier performance on imbalanced data is oversampling. In this paper, we propose the...

• Full depth CNN classifier for handwritten and license plate characters recognition.

  Authors:Mohammed Salemdeeb and Sarp ErtürkFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20219,219 words Article 1550LCharacter recognition is an important research field of interest for many applications. In recent years, deep learning has made breakthroughs in image classification, especially for character recognition. However,...

• Fake news detection: a survey of evaluation datasets.

  Authors:Arianna D'Ulizia, Maria Chiara Caschera, Fernando Ferri, and Patrizia GrifoniFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 202110,737 words Article 1490LFake news detection has gained increasing importance among the research community due to the widespread diffusion of fake news through media platforms. Many dataset have been released in the last few years, aiming to...

• Compi: a framework for portable and reproducible pipelines.

  Authors:Hugo López-Fernández, Osvaldo Graña-Castro, Alba Nogueira-Rodríguez, Miguel Reboiro-Jato, and Daniel Glez-PeñaFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20218,443 words Article 1480LCompi is an application framework to develop end-user, pipeline-based applications with a primary emphasis on: (i) user interface generation, by automatically generating a command-line interface based on the pipeline...

• An amalgamation of YOLOv4 and XGBoost for next-gen smart traffic management system.

  Authors:Pritul Dave, Arjun Chandarana, Parth Goel, and Amit GanatraFrom:PeerJ Computer Science (Vol. 7) Peer-Reviewed

  June 18, 20216,901 words Article 1410LThe traffic congestion and the rise in the number of vehicles have become a grievous issue, and it is focused worldwide. One of the issues with traffic management is that the traffic light's timer is not dynamic. As a...