Identification of Keywords for Legal Documents Categories Using SOM

[1] K. Bennani-Smires, C. Musat, A. Hossmann, M. Baeriswyl, and M. Jaggi, “Simple Unsupervised Keyphrase Extraction using Sentence Embeddings”, arXiv e-prints, vol. 1, 2018, 1–9, doi: 10.4 8550/arXiv.1801.04470. K. Bennani-Smires C. Musat A. Hossmann M. Baeriswyl M. Jaggi “ Simple Unsupervised Keyphrase Extraction using Sentence Embeddings ”, arXiv e-prints , vol. 1 , 2018 , 1 – 9 , doi: 10.4 8550/arXiv.1801.04470 . Open DOISearch in Google Scholar

[2] T. Y. Christyawan and W. Firdaus Mahmudy, “Text Classification and Visualization on News Title Using Self Organizing Map”, 2018 International Conference on Sustainable Information Engineering and Technology (SIET), 2018, doi: 10.1109/SIET.2018.8693189. T. Y. Christyawan W. Firdaus Mahmudy “ Text Classification and Visualization on News Title Using Self Organizing Map ”, 2018 International Conference on Sustainable Information Engineering and Technology (SIET) , 2018 , doi: 10.1109/SIET.2018.8693189 . Open DOISearch in Google Scholar

[3] J. Devlin, M.-W. Chang, K. Lee, and K. Toutanova, “BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding”, CoRR, 2018, doi: 10.48550/arXiv.1810.04805. J. Devlin M.-W. Chang K. Lee K. Toutanova “ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding ”, CoRR , 2018 , doi: 10.48550/arXiv.1810.04805 . Open DOISearch in Google Scholar

[4] R. Dzisevič and D. Šešok, “Text Classification using Different Feature Extraction Approaches”, 2019 Open Conference of Electrical, Electronic and Information Sciences (eStream), 2019, doi: 10.1109/eStream.2019.8732167. R. Dzisevič D. Šešok “ Text Classification using Different Feature Extraction Approaches ”, 2019 Open Conference of Electrical, Electronic and Information Sciences (eStream) , 2019 , doi: 10.1109/eStream.2019.8732167 . Open DOISearch in Google Scholar

[5] M. R. Faisal, I. Budiman, F. Abadi, D. T. Nugrahadi, M. Haekal, and I. Sutedja, “Applying Features Based on Word Embedding Techniques to 1D CNN for Natural Disaster Messages Classification”, 2022 5th International Conference of Computer and Informatics Engineering (IC2IE), 2022, doi: 10.1109/IC2IE56416.2022.9970188. M. R. Faisal I. Budiman F. Abadi D. T. Nugrahadi M. Haekal I. Sutedja “ Applying Features Based on Word Embedding Techniques to 1D CNN for Natural Disaster Messages Classification ”, 2022 5th International Conference of Computer and Informatics Engineering (IC2IE) , 2022 , doi: 10.1109/IC2IE56416.2022.9970188 . Open DOISearch in Google Scholar

[6] E. Frank and R. R. Bouckaert, “Naive Bayes for Text Classification with Unbalanced Classes”. In: Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on Principles and Practice of Knowledge Discovery in Databases Berlin, Germany, September 18-22, 2006 Proceedings 10, vol. 1, 2006, 503–510. E. Frank R. R. Bouckaert “ Naive Bayes for Text Classification with Unbalanced Classes ”. In: Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on Principles and Practice of Knowledge Discovery in Databases Berlin, Germany, September 18-22, 2006 Proceedings 10 , vol. 1 , 2006 , 503 – 510 . Search in Google Scholar

[7] S. X. Gao Zhengjie, Feng Ao and W. Xi, “TargetDependent Sentiment Classification With BERT”, IEEE Access, 2019, doi: 10.1109/ACCESS.2019. 2946594. S. X. Gao Zhengjie Feng Ao W. Xi “ Target-Dependent Sentiment Classification With BERT ”, IEEE Access , 2019 , doi: 10.1109/ACCESS.2019. 2946594 . Open DOISearch in Google Scholar

[8] F. Heimerl, S. Lohmann, S. Lange, and T. Ertl, “Word Cloud Explorer: Text Analytics Based on Word Clouds”, 2014 47th Hawaii International Conference on System Sciences, 2014, doi: 10.110 9/HICSS.2014.231. F. Heimerl S. Lohmann S. Lange T. Ertl “ Word Cloud Explorer: Text Analytics Based on Word Clouds ”, 2014 47th Hawaii International Conference on System Sciences , 2014 , doi: 10.110 9/HICSS.2014.231 . Open DOISearch in Google Scholar

[9] R. Jing, “A Self-attention Based LSTM Network for Text Classification”, IOP Publishing, 2019, doi: 10.1088/1742-6596/1207/1/012008. R. Jing “ A Self-attention Based LSTM Network for Text Classification ”, IOP Publishing , 2019 , doi: 10.1088/1742-6596/1207/1/012008 . Open DOISearch in Google Scholar

[10] S.-B. Kim, K.-S. Han, H.-C. Rim, and S. H. Myaeng, “Some Effective Techniques for Naive Bayes Text Classification”, IEEE transactions on knowledge and data engineering, vol. 18, no. 11, 2006, 1457–1466. S.-B. Kim K.-S. Han H.-C. Rim S. H. Myaeng “ Some Effective Techniques for Naive Bayes Text Classification ”, IEEE transactions on knowledge and data engineering , vol. 18 , no. 11 , 2006 , 1457 – 1466 . Search in Google Scholar

[11] K. Kowsari, K. Jafari Meimandi, M. Heidarysafa, S. Mendu, L. Barnes, D. Brown, L. Id, and Barnes, “Text Classification Algorithms: A Survey”, Information (Switzerland), 2019, doi: 10.3390/info10040150. K. Kowsari K. Jafari Meimandi M. Heidarysafa S. Mendu L. Barnes D. Brown L. Id Barnes “ Text Classification Algorithms: A Survey ”, Information (Switzerland) , 2019 , doi: 10.3390/info10040150 . Open DOISearch in Google Scholar

[12] P. S. Navada Arundhati, Ansari Aamir Nizam and S. Balwant, “Overview of use of decision tree algorithms in machine learning”, 2011 IEEE Control and System Graduate Research Colloquium, 2011, doi: 10.1109/ICSGRC.2011.5991826. P. S. Navada Arundhati Ansari Aamir Nizam S. Balwant “ Overview of use of decision tree algorithms in machine learning ”, 2011 IEEE Control and System Graduate Research Colloquium , 2011 , doi: 10.1109/ICSGRC.2011.5991826 . Open DOISearch in Google Scholar

[13] M. Osowski, K. Lorenc, P. Drozda, R. Scherer, K. Szałapak, K. Komar-Komarowski, J. Szymański, and A. Sobecki, “Previous Opinions is All You Need—Legal Information Retrieval System”. In: International Conference on Computational Collective Intelligence, 2023, 57–67. M. Osowski K. Lorenc P. Drozda R. Scherer K. Szałapak K. Komar-Komarowski J. Szymański A. Sobecki “ Previous Opinions is All You Need—Legal Information Retrieval System ”. In: International Conference on Computational Collective Intelligence , 2023 , 57 – 67 . Search in Google Scholar

[14] S. Rose, D. Engel, N. Cramer, and W. Cowley, “Automatic Keyword Extraction from Individual Documents”, Text Mining: Applications and Theory, 2010, doi: 10.1002/9780470689646.ch1. S. Rose D. Engel N. Cramer W. Cowley “ Automatic Keyword Extraction from Individual Documents ”, Text Mining: Applications and Theory , 2010 , doi: 10.1002/9780470689646.ch1 . Open DOISearch in Google Scholar

[15] F. P. Shah and V. Patel, “A Review on Feature Selection and Feature Extraction for Text Classification”, 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), 2016, doi: 10.1109/Wi SPNET.2016.7566545. F. P. Shah V. Patel “ A Review on Feature Selection and Feature Extraction for Text Classification ”, 2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) , 2016 , doi: 10.1109/Wi SPNET.2016.7566545 . Open DOISearch in Google Scholar

[16] A. Sun, E.-P. Lim, and Y. Liu, “On Strategies for Imbalanced Text Classification Using SVM: A Comparative study”, Decision Support Systems, vol. 48, no. 1, 2009, 191–201. A. Sun E.-P. Lim Y. Liu “ On Strategies for Imbalanced Text Classification Using SVM: A Comparative study ”, Decision Support Systems , vol. 48 , no. 1 , 2009 , 191 – 201 . Search in Google Scholar

[17] A. Talun, P. Drozda, L. Bukowski, and R. Scherer, “FastText and XGBoost Content-Based Classification for Employment Web Scraping”. In: International Conference on Artificial Intelligence and Soft Computing, 2020, 435–444. A. Talun P. Drozda L. Bukowski R. Scherer “ FastText and XGBoost Content-Based Classification for Employment Web Scraping ”. In: International Conference on Artificial Intelligence and Soft Computing , 2020 , 435 – 444 . Search in Google Scholar

[18] J. W. Xuelian Deng, Yuqing Li and J. Zhang, “Feature Selection for Text Classification: A Review”, Multimedia Tools and Applications, 2019, doi: 10.1007/s11042-018-6083-5. J. W. Xuelian Deng Yuqing Li J. Zhang “ Feature Selection for Text Classification: A Review ”, Multimedia Tools and Applications , 2019 , doi: 10.1007/s11042-018-6083-5 . Open DOISearch in Google Scholar

[19] L. Yang, “A Brief Introduction of the Text Classification Methods”, 2022 IEEE International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA), 2022, doi: 10.1109/EEBD A53927.2022.9744845. L. Yang “ A Brief Introduction of the Text Classification Methods ”, 2022 IEEE International Conference on Electrical Engineering, Big Data and Algorithms (EEBDA) , 2022 , doi: 10.1109/EEBD A53927.2022.9744845 . Open DOISearch in Google Scholar

[20] G. Yenduri, M. Ramalingam, G. ChemmalarSelvi, Y. Supriya, G. Srivastava, P. K. R. Maddikunta, G. DeeptiRaj, R. H. Jhaveri, B. Prabadevi, W. Wang, A. V. Vasilakos, and T. R. Gadekallu, “Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions”, ArXiv, 2023, doi: 10.48550/arXiv.2 305.10435. G. Yenduri M. Ramalingam G. ChemmalarSelvi Y. Supriya G. Srivastava P. K. R. Maddikunta G. DeeptiRaj R. H. Jhaveri B. Prabadevi W. Wang A. V. Vasilakos T. R. Gadekallu “ Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions ”, ArXiv , 2023 , doi: 10.48550/arXiv.2 305.10435 . Open DOISearch in Google Scholar

[21] P. L. Ying Chen and C. P. Teo, “Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews”, arXiv e-prints, 2020, doi: 10.48550/arXiv.2009. 04591. P. L. Ying Chen C. P. Teo “ Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews ”, arXiv e-prints , 2020 , doi: 10.48550/arXiv.2009. 04591 . Open DOISearch in Google Scholar

[22] Y. Zhang, “Research on Text Classification Method Based on LSTM Neural Network Model”, 2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC), 2021, doi: 10.1109/IPEC51340.2021.9421225. Y. Zhang “ Research on Text Classification Method Based on LSTM Neural Network Model ”, 2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC) , 2021 , doi: 10.1109/IPEC51340.2021.9421225 . Open DOISearch in Google Scholar