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title: "PeerJ Computer Science 2024 — all accepted papers, page 2"
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# PeerJ Computer Science 2024: all accepted papers

819 papers · page 2 of 9 · the most cited first · [← PeerJ Computer Science 2024](https://md.research.elamur.ai/free/en/venues/peerj-computer-science/2024/)

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101. **[Optimized models and deep learning methods for drug response prediction in cancer treatments: a review ↗](https://doi.org/10.7717/peerj-cs.1903)**Wesam Ibrahim Hajim, Suhaila Zainudin, Kauthar Mohd Daud et al.*17 citations*
102. **[Predicting cervical cancer risk probabilities using advanced H20 AutoML and local interpretable model-agnostic explanation techniques ↗](https://doi.org/10.7717/peerj-cs.1916)**Sashikanta Prusty, Srikanta Patnaik, Sujit Kumar Dash et al.*17 citations*
103. **[A hybrid model integrating recurrent neural networks and the semi-supervised support vector machine for identification of early student dropout risk ↗](https://doi.org/10.7717/peerj-cs.2572)**Huong Nguyen Thi Cam, Aliza Bt. Sarlan, Noreen Izza Arshad*16 citations*
104. **[A survey on multi-lingual offensive language detection ↗](https://doi.org/10.7717/peerj-cs.1934)**Khouloud Mnassri, Reza Farahbakhsh, Razieh Chalehchaleh et al.*16 citations*
105. **[Artificial intelligence and machine learning approaches in cerebral palsy diagnosis, prognosis, and management: a comprehensive review ↗](https://doi.org/10.7717/peerj-cs.2505)**Shalini Dhananjay Balgude, Shilpa Gite, Biswajeet Pradhan et al.*16 citations*
106. **[Cloud type classification using deep learning with cloud images ↗](https://doi.org/10.7717/peerj-cs.1779)**Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostancı et al.*16 citations*
107. **[E-MFNN: an emotion-multimodal fusion neural network framework for emotion recognition ↗](https://doi.org/10.7717/peerj-cs.1977)**Zhuen Guo, Mingqing Yang, Li Lin et al.*16 citations*
108. **[Enhancing brain tumor MRI classification with an ensemble of deep learning models and transformer integration ↗](https://doi.org/10.7717/peerj-cs.2425)**Nawal Benzorgat, Kewen Xia, Mustapha Noure Eddine Benzorgat*16 citations*
109. **[Enhancing intrusion detection performance using explainable ensemble deep learning ↗](https://doi.org/10.7717/peerj-cs.2289)**Chiheb-Eddine Ben N’Cir, Mohamed Aymen Ben HajKacem, Mohammed Ibrahim Alattas*16 citations*
110. **[Enhancing rice yield prediction: a deep fusion model integrating ResNet50-LSTM with multi source data ↗](https://doi.org/10.7717/peerj-cs.2219)**Aqsa Aslam, Saima Farhan*16 citations*
111. **[Federated learning for millimeter-wave spectrum in 6G networks: applications, challenges, way forward and open research issues ↗](https://doi.org/10.7717/peerj-cs.2360)**Faizan Qamar, Syed Hussain Ali Kazmi, Maraj Uddin Ahmed Siddiqui et al.*16 citations*
112. **[Hybrid transformer-CNN and LSTM model for lung disease segmentation and classification ↗](https://doi.org/10.7717/peerj-cs.2444)**Syed Mohammed Shafi, Sathiya Kumar Chinnappan*16 citations*
113. **[Recognition of sports and daily activities through deep learning and convolutional block attention ↗](https://doi.org/10.7717/peerj-cs.2100)**Sakorn Mekruksavanich, Wikanda Phaphan, Narit Hnoohom et al.*16 citations*
114. **[A comparison of chain-of-thought reasoning strategies across datasets and models ↗](https://doi.org/10.7717/peerj-cs.1999)**Konstantin Hebenstreit, Robert Praas, Louis P. Kiesewetter et al.*15 citations*
115. **[A small target detection algorithm based on improved YOLOv5 in aerial image ↗](https://doi.org/10.7717/peerj-cs.2007)**PengLei Zhang, Yanhong Liu*15 citations*
116. **[A systematic literature review of hate speech identification on Arabic Twitter data: research challenges and future directions ↗](https://doi.org/10.7717/peerj-cs.1966)**Ali Alhazmi, Rohana Binti Mahmud, Norisma Binti Idris et al.*15 citations*
117. **[An intelligent diabetes classification and perception framework based on ensemble and deep learning method ↗](https://doi.org/10.7717/peerj-cs.1914)**Qazi Waqas Khan, Khalid Iqbal, Rashid Ahmad et al.*15 citations*
118. **[Analyzing the critical steps in deep learning-based stock forecasting: a literature review ↗](https://doi.org/10.7717/peerj-cs.2312)**Zinnet Duygu Akşehır, Erdal Kılıç*15 citations*
119. **[Deep learning-based anomaly detection using one-dimensional convolutional neural networks (1D CNN) in machine centers (MCT) and computer numerical control (CNC) machines ↗](https://doi.org/10.7717/peerj-cs.2389)**Ali Athar, Md Ariful Islam Mozumder, Abdullah et al.*15 citations*
120. **[Deep learning-based dimensional emotion recognition for conversational agent-based cognitive behavioral therapy ↗](https://doi.org/10.7717/peerj-cs.2104)**Julian Striegl, J. Richter, Leoni Grossmann et al.*15 citations*
121. **[Demand-side load forecasting in smart grids using machine learning techniques ↗](https://doi.org/10.7717/peerj-cs.1987)**Muhammad Yasir Masood, Sana Aurangzeb, Muhammad Aleem et al.*15 citations*
122. **[Design of load-aware resource allocation for heterogeneous fog computing systems ↗](https://doi.org/10.7717/peerj-cs.1986)**Syed Rizwan Hassan, Ateeq Ur Rehman, Naif Alsharabi et al.*15 citations*
123. **[Enhancing traditional Chinese medical named entity recognition with Dyn-Att Net: a dynamic attention approach ↗](https://doi.org/10.7717/peerj-cs.2022)**Jingming Hou, Saidah Saad, Nazlia Omar*15 citations*
124. **[MCNMF-Unet: a mixture Conv-MLP network with multi-scale features fusion Unet for medical image segmentation ↗](https://doi.org/10.7717/peerj-cs.1798)**Lei Yuan, Jianhua Song, Yazhuo Fan*15 citations*
125. **[Optimized virtual reality design through user immersion level detection with novel feature fusion and explainable artificial intelligence ↗](https://doi.org/10.7717/peerj-cs.2150)**Ali Raza, Amjad Ur Rehman, Rukhshanda Sehar et al.*15 citations*
126. **[Predicting student success in MOOCs: a comprehensive analysis using machine learning models ↗](https://doi.org/10.7717/peerj-cs.2221)**Hosam A. Althibyani*15 citations*
127. **[YOLOv8-DEE: a high-precision model for printed circuit board defect detection ↗](https://doi.org/10.7717/peerj-cs.2548)**Feifan Yi, Ahmad Sufril Azlan Mohamed, Mohd Halim Mohd Noor et al.*15 citations*
128. **[A comprehensive review of gait analysis using deep learning approaches in criminal investigation ↗](https://doi.org/10.7717/peerj-cs.2456)**Sai Thu Ya Aung, Worapan Kusakunniran*14 citations*
129. **[A systematic literature review on meta-heuristic based feature selection techniques for text classification ↗](https://doi.org/10.7717/peerj-cs.2084)**Sarah Abdulkarem Alshalif, Norhalina Senan, Faisal Saeed et al.*14 citations*
130. **[Comparative analysis of automatic gender detection from names: evaluating the stability and performance of ChatGPT versus Namsor, and Gender-API ↗](https://doi.org/10.7717/peerj-cs.2378)**Adrián Domínguez‐Díaz, Manuel Goyanes, Luis de‐Marcos et al.*14 citations*
131. **[Comparative analysis of deep learning algorithms for dental caries detection and prediction from radiographic images: a comprehensive umbrella review ↗](https://doi.org/10.7717/peerj-cs.2371)**Mahmood Dashti, Jimmy Londono, Shohreh Ghasemi et al.*14 citations*
132. **[Comprehensive empirical evaluation of feature extractors in computer vision ↗](https://doi.org/10.7717/peerj-cs.2415)**Murat Işık*14 citations*
133. **[Decoding Bitcoin: leveraging macro- and micro-factors in time series analysis for price prediction ↗](https://doi.org/10.7717/peerj-cs.2314)**Hae Sun Jung, Jang Hyun Kim, Haein Lee*14 citations*
134. **[Design of smart citrus picking model based on Mask RCNN and adaptive threshold segmentation ↗](https://doi.org/10.7717/peerj-cs.1865)**Ziwei Guo, Yuanwu Shi, Ibrar Ahmad*14 citations*
135. **[Hybrid quantum search with genetic algorithm optimization ↗](https://doi.org/10.7717/peerj-cs.2210)**Sebastian Mihai Ardelean, Mihai Udrescu*14 citations*
136. **[Intelligent real-life key-pixel image detection system for early Arabic sign language learners ↗](https://doi.org/10.7717/peerj-cs.2063)**Faten Sae Alamri, Amjad Ur Rehman, Sunusi Bala Abdullahi et al.*14 citations*
137. **[MetaSwin: a unified meta vision transformer model for medical image segmentation ↗](https://doi.org/10.7717/peerj-cs.1762)**Soyeon Lee, Minhyeok Lee*14 citations*
138. **[RSRNeT: a novel multi-modal network framework for named entity recognition and relation extraction ↗](https://doi.org/10.7717/peerj-cs.1856)**Min Wang, Hongbin Chen, Dingcai Shen et al.*14 citations*
139. **[A bike-sharing demand prediction model based on Spatio-Temporal Graph Convolutional Networks ↗](https://doi.org/10.7717/peerj-cs.2391)**Chaoran Zhou, Jiahao Hu, Xin Zhang et al.*13 citations*
140. **[A comprehensive review of sensor node deployment strategies for maximized coverage and energy efficiency in wireless sensor networks ↗](https://doi.org/10.7717/peerj-cs.2407)**P. Anusuya, C.N. Vanitha, Jaehyuk Cho et al.*13 citations*
141. **[A survey on gait recognition against occlusion: taxonomy, dataset and methodology ↗](https://doi.org/10.7717/peerj-cs.2602)**Tianhao Li, Weizhi Ma, Yujia Zheng et al.*13 citations*
142. **[An accurate irrigation volume prediction method based on an optimized LSTM model ↗](https://doi.org/10.7717/peerj-cs.2112)**Yan Hui, Fahuan Xie, Duo Long et al.*13 citations*
143. **[An efficient combined intelligent system for segmentation and classification of lung cancer computed tomography images ↗](https://doi.org/10.7717/peerj-cs.1802)**Maheswari Sivakumar, Sundar Chinnasamy, M. S. Thanabal*13 citations*
144. **[An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+BiLSTM ↗](https://doi.org/10.7717/peerj-cs.1831)**Onur Karakaya, Zeynep Hilal Kilimci*13 citations*
145. **[Attention-aware with stacked embedding for sentiment analysis of student feedback through deep learning techniques ↗](https://doi.org/10.7717/peerj-cs.2283)**Shanza Zafar Malik, Khalid Iqbal, Muhammad Imran Sharif et al.*13 citations*
146. **[Classification of imbalanced ECGs through segmentation models and augmented by conditional diffusion model ↗](https://doi.org/10.7717/peerj-cs.2299)**Jinhee Kwak, Jaehee Jung*13 citations*
147. **[Contradiction in text review and apps rating: prediction using textual features and transfer learning ↗](https://doi.org/10.7717/peerj-cs.1722)**Turki Aljrees, Muhammad Umer, Oumaima Saidani et al.*13 citations*
148. **[Detection and diagnosis of diabetic eye diseases using two phase transfer learning approach ↗](https://doi.org/10.7717/peerj-cs.2135)**Vamsi Krishna Madduri, Battula Srinivasa Rao*13 citations*
149. **[Development of an expert system for the classification of myalgic encephalomyelitis/chronic fatigue syndrome ↗](https://doi.org/10.7717/peerj-cs.1857)**Fatma Hilal Yağın, Ahmadreza Shateri, Hamid Nasiri et al.*13 citations*
150. **[Emotion detection from handwriting and drawing samples using an attention-based transformer model ↗](https://doi.org/10.7717/peerj-cs.1887)**Zohaib Ahmad Khan, Yuanqing Xia, Khursheed Aurangzeb et al.*13 citations*
151. **[Intelligent search system for resume and labor law ↗](https://doi.org/10.7717/peerj-cs.1786)**Hien D. Nguyen, Vuong T. Pham, Hung Q. Ngo et al.*13 citations*
152. **[LDAPrototype: a model selection algorithm to improve reliability of latent Dirichlet allocation ↗](https://doi.org/10.7717/peerj-cs.2279)**Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer*13 citations*
153. **[Machine learning and natural language processing to assess the emotional impact of influencers’ mental health content on Instagram ↗](https://doi.org/10.7717/peerj-cs.2251)**Noemí Merayo, Alba Ayuso Lanchares, Clara González‐Sanguino*13 citations*
154. **[Microscopic parasite malaria classification using best feature selection based on generalized normal distribution optimization ↗](https://doi.org/10.7717/peerj-cs.1744)**Javaria Amin, Muhammad Almas Anjum, Abraz Ahmad et al.*13 citations*
155. **[Mining software insights: uncovering the frequently occurring issues in low-rating software applications ↗](https://doi.org/10.7717/peerj-cs.2115)**Nek Dil Khan, Javed Ali Khan, Jianqiang Li et al.*13 citations*
156. **[Online shopping consumer perception analysis and future network security service technology using logistic regression model ↗](https://doi.org/10.7717/peerj-cs.1777)**Feng Lu*13 citations*
157. **[Proj2Proj: self-supervised low-dose CT reconstruction ↗](https://doi.org/10.7717/peerj-cs.1849)**Mehmet Ozan Unal, Metin Ertaş, İsa Yıldırım*13 citations*
158. **[A new denoising approach based on mode decomposition applied to the stock market time series: 2LE-CEEMDAN ↗](https://doi.org/10.7717/peerj-cs.1852)**Zinnet Duygu Akşehır, Erdal Kılıç*12 citations*
159. **[A new integrated rough multi-criteria decision-making model for enterprise resource planning software selection ↗](https://doi.org/10.7717/peerj-cs.2096)**Bing Cao, Yongsheng Jin, Alptekin Ulutaş et al.*12 citations*
160. **[A new lattice-based password authenticated key exchange scheme with anonymity and reusable key ↗](https://doi.org/10.7717/peerj-cs.1791)**Kübra Seyhan, Sedat Akleylek*12 citations*
161. **[Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review ↗](https://doi.org/10.7717/peerj-cs.2517)**Md Shofiqul Islam, Fahmid Al Farid, F. M. Javed Mehedi Shamrat et al.*12 citations*
162. **[Contextualizing injury severity from occupational accident reports using an optimized deep learning prediction model ↗](https://doi.org/10.7717/peerj-cs.1985)**Mohamed Zul Fadhli Khairuddin, Suresh Sankaranarayanan, Khairunnisa Binti Hasikin et al.*12 citations*
163. **[Deep reinforcement learning task scheduling method based on server real-time performance ↗](https://doi.org/10.7717/peerj-cs.2120)**Jinming Wang, Shaobo Li, Xingxing Zhang et al.*12 citations*
164. **[Detecting and forecasting cryptojacking attack trends in Internet of Things and wireless sensor networks devices ↗](https://doi.org/10.7717/peerj-cs.2491)**C. Kishor Kumar Reddy, Vijaya Sindhoori Kaza, Rasineni Madana Mohana et al.*12 citations*
165. **[Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT) ↗](https://doi.org/10.7717/peerj-cs.2091)**Albandari Alsumayt, Majid Alshammari, Zeyad M. Alfawaer et al.*12 citations*
166. **[Enhancing secure multi-group data sharing through integration of IPFS and hyperledger fabric ↗](https://doi.org/10.7717/peerj-cs.1962)**Feng Wen, Zhuo Wang, Leda Qu et al.*12 citations*
167. **[Ensemble learning approach for distinguishing human and computer-generated Arabic reviews ↗](https://doi.org/10.7717/peerj-cs.2345)**Fatimah Alhayan, Hanen Himdi*12 citations*
168. **[Evaluating FAIR Digital Object and Linked Data as distributed object systems ↗](https://doi.org/10.7717/peerj-cs.1781)**Stian Soiland‐Reyes, Carole Goble, Paul Groth*12 citations*
169. **[Improving prediction of maternal health risks using PCA features and TreeNet model ↗](https://doi.org/10.7717/peerj-cs.1982)**Leila Jamel, Muhammad Umer, Oumaima Saidani et al.*12 citations*
170. **[Level up your coding: a systematic review of personalized, cognitive, and gamified learning in programming education ↗](https://doi.org/10.7717/peerj-cs.2310)**Kashif Ishaq, Atif Alvi, Muhammad Ikram ul Haq et al.*12 citations*
171. **[Mechanical fault diagnosis of high voltage circuit breaker using multimodal data fusion ↗](https://doi.org/10.7717/peerj-cs.2248)**Tianhui Li, Yanwei Xia, Xianhai Pang et al.*12 citations*
172. **[Pedagogical sentiment analysis based on the BERT-CNN-BiGRU-attention model in the context of intercultural communication barriers ↗](https://doi.org/10.7717/peerj-cs.2166)**Xin Bi, Tian Zhang*12 citations*
173. **[RNGU-NET: a novel efficient approach in Segmenting Tuberculosis using chest X-Ray images ↗](https://doi.org/10.7717/peerj-cs.1780)**F. J. Turk*12 citations*
174. **[Reliable renewable energy forecasting for climate change mitigation ↗](https://doi.org/10.7717/peerj-cs.2067)**Walid Said Atwa, Abdulwahab Ali Almazroi, Nasir Ayub*12 citations*
175. **[Symbolic model checking quantum circuits in Maude ↗](https://doi.org/10.7717/peerj-cs.2098)**Canh Minh Do, Kazuhiro Ogata*12 citations*
176. **[Ten quick tips for clinical electroencephalographic (EEG) data acquisition and signal processing ↗](https://doi.org/10.7717/peerj-cs.2256)**Giulia Cisotto, Davide Chicco*12 citations*
177. **[The role of Internet of Things (IoT) technology in modern cultivation for the implementation of greenhouses ↗](https://doi.org/10.7717/peerj-cs.2309)**Attique Ur Rehman, Songfeng Lu, Muhammad Awais Ashraf et al.*12 citations*
178. **[Using Bidirectional Encoder Representations from Transformers (BERT) to predict criminal charges and sentences from Taiwanese court judgments ↗](https://doi.org/10.7717/peerj-cs.1841)**yi ting peng, Chin‐Laung Lei*12 citations*
179. **[A bilingual benchmark for evaluating large language models ↗](https://doi.org/10.7717/peerj-cs.1893)**Mohamed Alkaoud*11 citations*
180. **[A comprehensive exploration of human communal media interaction and its evolving impact on psychological health across demographics and time ↗](https://doi.org/10.7717/peerj-cs.2398)**Tajim Md. Niamat Ullah Akhund, Deep Himmatbhai Ajabani, Zaffar Ahmed Shaikh et al.*11 citations*
181. **[A model for new media data mining and analysis in online English teaching using long short-term memory (LSTM) network ↗](https://doi.org/10.7717/peerj-cs.1869)**Chen Chen, Muhammad Aleem*11 citations*
182. **[A novel approach to recognition of Alzheimer’s and Parkinson’s diseases: random subspace ensemble classifier based on deep hybrid features with a super-resolution image ↗](https://doi.org/10.7717/peerj-cs.1862)**Adi Alhudhaif*11 citations*
183. **[Attention-enhanced gated recurrent unit for action recognition in tennis ↗](https://doi.org/10.7717/peerj-cs.1804)**Meng Gao, Bingchun Ju*11 citations*
184. **[CyberEduPlatform: an educational tool to improve cybersecurity through anomaly detection with Artificial Intelligence ↗](https://doi.org/10.7717/peerj-cs.2041)**Iván Ortiz-Garcés, Jaime Govea, Santiago Sánchez-Viteri et al.*11 citations*
185. **[Demand prediction for urban air mobility using deep learning ↗](https://doi.org/10.7717/peerj-cs.1946)**Faheem Ahmed, Muhammad Ali Memon, Khairan D. Rajab et al.*11 citations*
186. **[DenseHillNet: a lightweight CNN for accurate classification of natural images ↗](https://doi.org/10.7717/peerj-cs.1995)**Sheikh Muhammad Saqib, Muhammad Zubair Asghar, Muhammad Iqbal et al.*11 citations*
187. **[Design of Chinese painting style classification model based on multi-layer aggregation CNN ↗](https://doi.org/10.7717/peerj-cs.2303)**Xiaofang Du, Yangfeng Cai*11 citations*
188. **[Detection of fake face images using lightweight convolutional neural networks with stacking ensemble learning method ↗](https://doi.org/10.7717/peerj-cs.2103)**Emre Şafak, Necaattin Barışçı*11 citations*
189. **[DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis ↗](https://doi.org/10.7717/peerj-cs.2349)**Sonia Khan Papia, Md Asif Khan, Tanvir Habib et al.*11 citations*
190. **[Enhancing ransomware defense: deep learning-based detection and family-wise classification of evolving threats ↗](https://doi.org/10.7717/peerj-cs.2546)**Amjad Hussain, Ayesha Saadia, Musaed A. Alhussein et al.*11 citations*
191. **[Hierarchical transformer speech depression detection model research based on Dynamic window and Attention merge ↗](https://doi.org/10.7717/peerj-cs.2348)**Xiaoping Yue, Chunna Zhang, Zhijian Wang et al.*11 citations*
192. **[Latest advancements and prospects in the next-generation of Internet of Things technologies ↗](https://doi.org/10.7717/peerj-cs.2434)**Farhan Amin, Rashid Abbasi, Salabat Khan et al.*11 citations*
193. **[MCV-UNet: a modified convolution & transformer hybrid encoder-decoder network with multi-scale information fusion for ultrasound image semantic segmentation ↗](https://doi.org/10.7717/peerj-cs.2146)**Zihong Xu, Ziyang Wang*11 citations*
194. **[Multi level perspectives in stock price forecasting: ICE2DE-MDL ↗](https://doi.org/10.7717/peerj-cs.2125)**Zinnet Duygu Akşehır, Erdal Kılıç*11 citations*
195. **[SEU 2 -Net: multi-scale U 2 -Net with SE attention mechanism for liver occupying lesion CT image segmentation ↗](https://doi.org/10.7717/peerj-cs.1751)**Lizhuang Liu, Kun Wu, Ke Wang et al.*11 citations*
196. **[Synergizing language learning: SmallTalk AI In industry 4.0 and Education 4.0 ↗](https://doi.org/10.7717/peerj-cs.1843)**Chunxiao Zhang, Liu Zhiyan, B. R. Aravind et al.*11 citations*
197. **[Text data augmentation and pre-trained Language Model for enhancing text classification of low-resource languages ↗](https://doi.org/10.7717/peerj-cs.1974)**Atabay Ziyaden, Amir Yelenov, Fuad Hajiyev et al.*11 citations*
198. **[Towards a GDPR-compliant cloud architecture with data privacy controlled through sticky policies ↗](https://doi.org/10.7717/peerj-cs.1898)**M. Emilia Cambronero, Miguel A. Martínez, Luis Llana et al.*11 citations*
199. **[V2I-VTL: IoT-Enabled adaptive traffic light controller and emission reduction at intersection ↗](https://doi.org/10.7717/peerj-cs.2507)**Ajmal Khan, Shams ur Rahman, Farman Ullah et al.*11 citations*
200. **[Wormhole attack detection and mitigation model for Internet of Things and WSN using machine learning ↗](https://doi.org/10.7717/peerj-cs.2257)**Asma Hassan Alshehri*11 citations*

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