Most cited computer science papers
- Verified
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models
Salem, A., Zhang, Y., Humbert, M., Berrang, P., Fritz, M., & Backes, M. (2018) · arXiv
Adversarial Robustness in Machine LearningPrivacy-Preserving Technologies in Data
Cited by 873
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Predictably Unequal? The Effects of Machine Learning on Credit Markets
FUSTER, A., GOLDSMITH‐PINKHAM, P., RAMADORAI, T., & WALTHER, A. (2022) · The Journal of Finance
Ethics and Social Impacts of AIFinancial Distress and Bankruptcy Prediction
Cited by 872
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The go-go interaction technique: non-linear mapping for direct manipulation in VR
Poupyrev, I., Billinghurst, M., Weghorst, S., & Ichikawa, T. (1996) · Proceedings of the 9th annual ACM symposium on User interface software and technology - UIST '96
Interactive and Immersive DisplaysInnovative Human-Technology Interaction
Cited by 872
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Perceptual load as a major determinant of the locus of selection in visual attention
Lavie, N., & Tsal, Y. (1994) · Perception & Psychophysics
Visual Attention and Saliency DetectionVisual perception and processing mechanisms
Cited by 870
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Data mining in education
Romero, C., & Ventura, S. (2013) · WIREs Data Mining and Knowledge Discovery
Online Learning and AnalyticsIntelligent Tutoring Systems and Adaptive Learning
Cited by 869
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End-to-end Neural Coreference Resolution
Lee, K., He, L., Lewis, M., & Zettlemoyer, L. (2017) · Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
Natural Language Processing TechniquesTopic Modeling
Cited by 869
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Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Qin, C., Zhang, A., Zhang, Z., Chen, J., Yasunaga, M., & Yang, D. (2023) · arXiv
Topic ModelingNatural Language Processing Techniques
Cited by 869
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A review on sentiment analysis and emotion detection from text
Nandwani, P., & Verma, R. (2021) · Social Network Analysis and Mining
Sentiment Analysis and Opinion MiningEmotion and Mood Recognition
Cited by 869
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Future Edge Cloud and Edge Computing for Internet of Things Applications
Pan, J., & McElhannon, J. (2018) · IEEE Internet of Things Journal
IoT and Edge/Fog ComputingSoftware-Defined Networks and 5G
Cited by 868
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‘Hypernudge’: big Data as a mode of regulation by design
Yeung, K. (2017) · Information, Communication & Society
Ethics and Social Impacts of AIDigitalization, Law, and Regulation
Cited by 868
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3-D sound for virtual reality and multimedia
Madole, D., & Begault, D. (1995) · Computer Music Journal
Speech and Audio ProcessingMusic Technology and Sound Studies
Cited by 868
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Needs, affect, and interactive products – Facets of user experience
Hassenzahl, M., Diefenbach, S., & Göritz, A. (2010) · Interacting with Computers
Innovative Human-Technology InteractionUsability and User Interface Design
Cited by 867
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Linformer: Self-Attention with Linear Complexity
Wang, S., Li, B. Z., Khabsa, M., Fang, H., & Ma, H. (2020) · arXiv
Topic ModelingNatural Language Processing Techniques
Cited by 867
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Theory of Quantum Error Correction for General Noise
Knill, E., Laflamme, R., & Viola, L. (2000) · Physical Review Letters
Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography
Cited by 866
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Ensemble of exemplar-SVMs for object detection and beyond
Malisiewicz, T., Gupta, A., & Efros, A. A. (2011) · 2011 International Conference on Computer Vision
Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques
Cited by 865
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Trust in recommender systems
O'Donovan, J., & Smyth, B. (2005) · Proceedings of the 10th international conference on Intelligent user interfaces
Recommender Systems and TechniquesAccess Control and Trust
Cited by 865
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Trained Ternary Quantization
Zhu, C., Han, S., Mao, H., & Dally, W. J. (2016) · arXiv
Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning
Cited by 865
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Unified Vision-Language Pre-Training for Image Captioning and VQA
Zhou, L., Palangi, H., Zhang, L., Hu, H., Corso, J., & Gao, J. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence
Multimodal Machine Learning ApplicationsTopic Modeling
Cited by 864
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Pinocchio: Nearly Practical Verifiable Computation
Parno, B., Howell, J., Gentry, C., & Raykova, M. (2013) · 2013 IEEE Symposium on Security and Privacy
Cryptography and Data SecurityCloud Data Security Solutions
Cited by 864
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A survey on unsupervised outlier detection in high‐dimensional numerical data
Zimek, A., Schubert, E., & Kriegel, H. (2012) · Statistical Analysis and Data Mining The ASA Data Science Journal
Anomaly Detection Techniques and ApplicationsAdvanced Statistical Methods and Models
Cited by 864
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Explainable Artificial Intelligence in education
Khosravi, H., Shum, S. B., Chen, G., Conati, C., Tsai, Y.-S., Kay, J., Knight, S., Martinez-Maldonado, R., Sadiq, S., & Gašević, D. (2022) · Computers and Education: Artificial Intelligence
Explainable Artificial Intelligence (XAI)Artificial Intelligence in Education
Cited by 863
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ImageBind One Embedding Space to Bind Them All
Girdhar, R., El-Nouby, A., Liu, Z., Singh, M., Alwala, K. V., Joulin, A., & Misra, I. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning
Cited by 863
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The Creation and Detection of Deepfakes: A Survey
Mirsky, Y., & Lee, W. (2022) · ACM Computing Surveys
Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis
Cited by 863
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Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications
Hazen, B. T., Boone, C. A., Ezell, J. D., & Jones-Farmer, L. A. (2014) · International Journal of Production Economics
Data Quality and ManagementBig Data and Business Intelligence
Cited by 863
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