Classification performance of each category of the test set in MLP during the improved processes. حسب Lu Xiao (314030)

الموضوعات:

Classification performance of the entire test set in the MLP classifier during the improved processes. حسب Lu Xiao (314030)

الموضوعات:

Filtered Labels after applying the data preparation algorithms. حسب Tanjim Taharat Aurpa (11250554)

Dataset state after applying our data preparation algorithm. حسب Tanjim Taharat Aurpa (11250554)

Text analysis and indicator calculation process. حسب Zhiheng Zhang (9347282)

Augmentation levels with back-translation. حسب Rodrigo Gutiérrez Benítez (19746443)

الموضوعات:

Image 1_Plagiarism types and detection methods: a systematic survey of algorithms in text analysis.jpeg حسب Altynbek Amirzhanov (20887919)

"…This paper presents a systematic survey of various types of plagiarism and the detection algorithms employed in text analysis. We categorize plagiarism into distinct types, including verbatim, paraphrasing, translation, and idea-based plagiarism, discussing the nuances that make detection complex. …"

Illustration of the text transformation process before and after synonym replacement: The process begins with a sample initial text segment (Sample text before synonym replacement’... حسب Enock Niyonkuru (21246879)

Example of the specific process for generating . حسب Ming Gao (115719)

The details of the results related to the evaluated algorithms. حسب Mohammadreza Namdar (22439057)

Sanitized databases using MLHProtector algorithm. حسب Loan T. T. Nguyen (20660789)

"…To address this issue, this work suggests two PPUM algorithms, namely <b>MLHProtector</b> and <b>FMLHProtector</b>, to operate at all abstraction levels in a transaction database to protect them from data mining algorithms. …"

Selection and quantification of text indicators. حسب Zhiheng Zhang (9347282)

The results of bug reports classification by the MNB algorithm. حسب Mohammadreza Namdar (22439057)

The results of bug reports classification by the LR algorithm. حسب Mohammadreza Namdar (22439057)

The results of bug reports classification by the RF algorithm. حسب Mohammadreza Namdar (22439057)

The results of bug reports classification by the GNB algorithm. حسب Mohammadreza Namdar (22439057)

The results of bug reports classification by the SVM algorithm. حسب Mohammadreza Namdar (22439057)

Technological Fitness and Coherence explanation. Schematic representation of the workings of the Fitness and Complexity algorithm and Coherence diversification. حسب Matteo Straccamore (15083799)

"…<p>In the top panel, we show the computation of the Fitness and Complexity algorithm. The Fitness of the entity <i>e</i>₁ is the technological Complexity sum of all the technology done by <i>e</i>₁. …"

Description of the dataset used for the machine learning algorithm. حسب Tri Ngo Quang (20390189)

The text indicators further analyze the diagram. حسب Zhiheng Zhang (9347282)