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693 results on '"Singh, Neeraj Kumar"'

4. A Complete Fragment of LTL(EB)

Author

Ferrarotti, Flavio, Rivière, Peter, Schewe, Klaus-Dieter, Singh, Neeraj Kumar, and Ameur, Yamine Aït

Subjects
Computer Science - Logic in Computer Science, 68Q60, 68N30
Abstract

The verification of liveness conditions is an important aspect of state-based rigorous methods. This article investigates this problem in a fragment $\square$LTL of the logic LTL(EB), the integration of the UNTIL-fragment of Pnueli's linear time temporal logic (LTL) and the logic of Event-B, in which the most commonly used liveness conditions can be expressed. For this fragment a sound set of derivation rules is developed, which is also complete under mild restrictions for Event-B machines., Comment: 22 pages

Published
2024

5. HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments

Author

Singh, Neeraj Kumar, Ghosh, Koyel, Mahapatra, Joy, Garain, Utpal, and Senapati, Apurbalal

Subjects
Computer Science - Computation and Language, Computer Science - Artificial Intelligence
Abstract

Warning: This paper contains examples of the language that some people may find offensive. Detecting and reducing hateful, abusive, offensive comments is a critical and challenging task on social media. Moreover, few studies aim to mitigate the intensity of hate speech. While studies have shown that context-level semantics are crucial for detecting hateful comments, most of this research focuses on English due to the ample datasets available. In contrast, low-resource languages, like Indian languages, remain under-researched because of limited datasets. Contrary to hate speech detection, hate intensity reduction remains unexplored in high-resource and low-resource languages. In this paper, we propose a novel end-to-end model, HCDIR, for Hate Context Detection, and Hate Intensity Reduction in social media posts. First, we fine-tuned several pre-trained language models to detect hateful comments to ascertain the best-performing hateful comments detection model. Then, we identified the contextual hateful words. Identification of such hateful words is justified through the state-of-the-art explainable learning model, i.e., Integrated Gradient (IG). Lastly, the Masked Language Modeling (MLM) model has been employed to capture domain-specific nuances to reduce hate intensity. We masked the 50\% hateful words of the comments identified as hateful and predicted the alternative words for these masked terms to generate convincing sentences. An optimal replacement for the original hate comments from the feasible sentences is preferred. Extensive experiments have been conducted on several recent datasets using automatic metric-based evaluation (BERTScore) and thorough human evaluation. To enhance the faithfulness in human evaluation, we arranged a group of three human annotators with varied expertise.

Published
2023

6. Convolutional Neural Networks Exploiting Attributes of Biological Neurons

Author

Singh, Neeraj Kumar and Pal, Nikhil R.

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

In this era of artificial intelligence, deep neural networks like Convolutional Neural Networks (CNNs) have emerged as front-runners, often surpassing human capabilities. These deep networks are often perceived as the panacea for all challenges. Unfortunately, a common downside of these networks is their ''black-box'' character, which does not necessarily mirror the operation of biological neural systems. Some even have millions/billions of learnable (tunable) parameters, and their training demands extensive data and time. Here, we integrate the principles of biological neurons in certain layer(s) of CNNs. Specifically, we explore the use of neuro-science-inspired computational models of the Lateral Geniculate Nucleus (LGN) and simple cells of the primary visual cortex. By leveraging such models, we aim to extract image features to use as input to CNNs, hoping to enhance training efficiency and achieve better accuracy. We aspire to enable shallow networks with a Push-Pull Combination of Receptive Fields (PP-CORF) model of simple cells as the foundation layer of CNNs to enhance their learning process and performance. To achieve this, we propose a two-tower CNN, one shallow tower and the other as ResNet 18. Rather than extracting the features blindly, it seeks to mimic how the brain perceives and extracts features. The proposed system exhibits a noticeable improvement in the performance (on an average of $5\%-10\%$) on CIFAR-10, CIFAR-100, and ImageNet-100 datasets compared to ResNet-18. We also check the efficiency of only the Push-Pull tower of the network., Comment: 20 pages, 6 figures

Published
2023

10. Applications and Challenges of Machine Learning (ML) in Cyber Security

Author

PriyankaMitra, Umamaheswari, B., Kumawat, Vijeta, Singh, Neeraj Kumar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Rathore, Vijay Singh, editor, Manuel R. S. Tavares, João, editor, Tuba, Eva, editor, and Devedzic, Vladan, editor

Published
2024
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12. A Complete Fragment of LTL(EB)

Author

Ferrarotti, Flavio, primary, Rivière, Peter, additional, Schewe, Klaus-Dieter, additional, Singh, Neeraj Kumar, additional, and Ameur, Yamine Aït, additional

Published
2024
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21. Contributors

Author

Alam, Md. Imran, primary, Angeles, Enrico, additional, Balakrishnan, Arpita, additional, Bamakan, Seyed Mojtaba Hosseini, additional, Banerjee, Ananya, additional, Bhavani, N.P.G., additional, Bose, Malobika, additional, Boubeta-Puig, Juan, additional, Chakraborty, Anindita, additional, Chaurasia, Brijesh Kumar, additional, Chen, Dongliang, additional, Cortesi, Agostino, additional, Deshmukh, Arvind, additional, Dhanda, Namrata, additional, Faiyaz, Mohd Sarfaraz, additional, Fajge, Akshay M., additional, Gander, Annn Jia, additional, Goundar, Sam, additional, Halder, Raju, additional, Jabalia, Neetu, additional, Jaglan, Poonam, additional, Jayalatsumi, U., additional, Kavitha, T., additional, Kim, Gwang Seok, additional, Kok, Chiang Liang, additional, Kumar, Veronica, additional, Lagares-Galán, Jesús, additional, Lv, Zhihan, additional, Misra, Madhvendra, additional, Moayedian, Naghmeh Sadat, additional, Nair, Meghna Manoj, additional, Nezhadsistani, Nasim, additional, Palaniappan, Kavitha, additional, Pandey, Rajiv, additional, Pavithran, Deepa, additional, Peregrina-Pérez, María J., additional, Rana, Nripendra P., additional, Rengammal Sankari, B., additional, Rosa-Bilbao, Jesús, additional, Rushdi, Naela Jamal, additional, Saxena, Neelam, additional, Selly, Saksham, additional, Senthil Kumar, K., additional, Shaikh, Munavwar, additional, Shibu, Charles, additional, Singh, Deepak, additional, Singh, Gurudev, additional, Singh, Harjot, additional, Singh, Kuldeep, additional, Singh, Neeraj Kumar, additional, Singh, Shruti, additional, Srivastava, Sandeep, additional, Srividhya, V., additional, Sujatha, K., additional, Suman, Preetam, additional, Tamilselvi, C., additional, Tiwari, Anupam, additional, Tyagi, Amit Kumar, additional, Tyagi, Kanishka, additional, Uddin, Zafar, additional, Verma, Rajat, additional, Wu, Jingyi, additional, Yadav, Jitendra, additional, and Zeba, Sana, additional

Published
2023
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23. Contributors

Author

Bardi, Anouar, primary, Bhatti, Saurabh, additional, Biswas, Anjishnu, additional, Devi, Arundhuti, additional, Ghosh, Sayanti, additional, Ghosh, Sougata, additional, Godheja, Jai, additional, Haq, Izharul, additional, Hossain, Md. Arafat, additional, Islam, Md. Didarul, additional, Jeon, Byong-Hun, additional, Kalamdhad, Ajay S., additional, Kalita, Suravi, additional, Kumar, Manoj, additional, Kumar, Rajesh, additional, Kumari, Rajni, additional, Kurde, Mayur B., additional, Mahdi, Meem Muhtasim, additional, Maturi, Krishna Chaitanya, additional, Panda, Sugato, additional, Pareek, Nidhi, additional, Raj, Abhay, additional, Rajhi, Hayfa, additional, Sarkar, Bishwarup, additional, Sharma, Pooja, additional, Singh, Neeraj Kumar, additional, Singh, Rajesh, additional, Singh, Surendra Pratap, additional, Singh, Anshu, additional, Srivastava, Sudhir Kumar, additional, Sudhir, Sudhir K., additional, Thongmee, Sirikanjana, additional, Varma, Sushma K., additional, Vivekanand, V, additional, Xiong, Jiu-Qiang, additional, Yadav, Monika, additional, and Yadav, Mamta, additional

Published
2023
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27. Reliability Evaluation in Physical Power Systems and Communication Network for Protection Failures

Author

Parekh, Trisha, Kanzariya, Bansi R., Patel, Kartavi, Solanki, Mithilesh G., Singh, Neeraj Kumar, Yadav, Atul Kumar, Majeed, Mahshooq Abdul, Tak, Lalit, Mahajan, Vasundhara, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Mahajan, Vasundhara, editor, Chowdhury, Anandita, editor, Padhy, Narayana Prasad, editor, and Lezama, Fernando, editor

Published
2022
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28. Cyber Security for Smart Grid: Vulnerabilities, Attacks, and Solution

Author

More, Shreyash, Hajari, Suraj, Majeed, Mahshooq Abdul, Singh, Neeraj Kumar, Mahajan, Vasundhara, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Mahajan, Vasundhara, editor, Chowdhury, Anandita, editor, Padhy, Narayana Prasad, editor, and Lezama, Fernando, editor

Published
2022
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29. Review on Cybersecurity and Major Cyberthreats of Smart Meters

Author

Solanki, Mithilesh G., Patel, Kartavi S., Kanzariya, Bansi R., Parekh, Trisha H., Singh, Neeraj Kumar, Yadav, Atul Kumar, Majeed, Mahshooq Abdul, Tak, Lalit, Mahajan, Vasundhara, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Mahajan, Vasundhara, editor, Chowdhury, Anandita, editor, Padhy, Narayana Prasad, editor, and Lezama, Fernando, editor

Published
2022
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30. Hourly Load Forecasting Using Sequence-to-Sequence LSTM-Based Deep Machine Learning Model

Author

Majeed, Mahshooq Abdul, Mudgal, Soumya, Tak, Lalit, Popat, Janavi, Kakadiya, Harsh, Singh, Neeraj Kumar, Mahajan, Vasundhara, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Mahajan, Vasundhara, editor, Chowdhury, Anandita, editor, Padhy, Narayana Prasad, editor, and Lezama, Fernando, editor

Published
2022
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31. Analysis and Prevention of Denial of Service Attacks in Smart Grid Using IoT

Author

Kakadiya, Harsh, Popat, Janavi, Singh, Neeraj Kumar, Tak, Lalit, Majeed, Mahshooq Abdul, Mudgal, Soumya, Mahajan, Vasundhara, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Mahajan, Vasundhara, editor, Chowdhury, Anandita, editor, Padhy, Narayana Prasad, editor, and Lezama, Fernando, editor

Published
2022
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32. Review on Reliability Assessment in Power System

Author

Kanzariya, Bansi R., Parekh, Trisha, Patel, Kartavi, Solanki, Mithilesh G., Singh, Neeraj Kumar, Yadav, Atul Kumar, Majeed, Mahshooq Abdul, Tak, Lalit, Mahajan, Vasundhara, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Mahajan, Vasundhara, editor, Chowdhury, Anandita, editor, Padhy, Narayana Prasad, editor, and Lezama, Fernando, editor

Published
2022
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33. Reachability Analysis and Simulation for Hybridised Event-B Models

Author

Aït-Ameur, Yamine, Bogomolov, Sergiy, Dupont, Guillaume, Singh, Neeraj Kumar, Stankaitis, Paulius, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, ter Beek, Maurice H., editor, and Monahan, Rosemary, editor

Published
2022
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37. Cloud Computing

Author

Crutcher, Paul D., Singh, Neeraj Kumar, Tiegs, Peter, Crutcher, Paul D., Singh, Neeraj Kumar, and Tiegs, Peter

Published
2021
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38. Machine Learning

Author

Crutcher, Paul D., Singh, Neeraj Kumar, Tiegs, Peter, Crutcher, Paul D., Singh, Neeraj Kumar, and Tiegs, Peter

Published
2021
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40. Operating System

Author

Crutcher, Paul D., Singh, Neeraj Kumar, Tiegs, Peter, Crutcher, Paul D., Singh, Neeraj Kumar, and Tiegs, Peter

Published
2021
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41. Computer Security

Author

Crutcher, Paul D., Singh, Neeraj Kumar, Tiegs, Peter, Crutcher, Paul D., Singh, Neeraj Kumar, and Tiegs, Peter

Published
2021
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43. Programming

Author

Crutcher, Paul D., Singh, Neeraj Kumar, Tiegs, Peter, Crutcher, Paul D., Singh, Neeraj Kumar, and Tiegs, Peter

Published
2021
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