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TopicClassification
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TOpic Classification
Information Systems
Artificial Intelligence
Software Engineering
Data Science
Machine learning
Digital Signal Processing
Natural Language Processing
Algorithms
Advancements in Health Informatics
computer or machine vision
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Innovations in Game Design and Development
big data computing
Information Technology
Robotics
Cyber and Network Security
Human-Computer Interaction
Computer Networks and Communication
Deep Learning
Artificial Intelligence
- Machine Perception
- Language Processing
- Learning Techniques
Natural Language Processing
Pattern Recognition
Computer Vision
Context Sensitive Spelling Correction
Voice Information Processing
Machine Learning
Reinforcement Learning
Auto-Search Suggestions
Handwriting Recognition
Machine Learning
- Advanced Learning Techniques
- Supervised Learning
- Unsupervised Learning
Clustering
Deep Learning
Regression
Dimensionality Reduction
Transfer Learning
Classification
Pattern Recognition
Outlier/Novelty Detection
Ensemble Learning
Computer or Machine Vision
- Pattern Recognition and Analysis
- Image Formation and Representation
- Feature Extraction and Transformation
Feature Extraction
Image Enhancement
Image Pattern Recognition
Image Transformation
Face Detection
Edge Detection
Unsupervised Clustering and Image Analysis
Image Segmentation
Image Morphology
Robotics
- Human-Robot Interaction
- Robotic Perception and Learning
- Robot Navigation and Control
Robotic Perception algorithms
Robot Navigation and Path Planning
effective Human-Robot Interaction
Robotic Learning models
Robot Control mechanisms
Swarm Robotics systems
Robot-assisted therapy
Robotic Motion analysis
Autonomous robotics
Deep Learning
- Optimization Techniques
- Recurrent Neural Networks (RNNs)
- Convolutional Neural Networks (CNNs)
Object Detection and Localization
Gradient Descent Variants
Language Modeling and Generation
Sentiment Analysis and Text Classification
Learning Rate Adaptation
Image Classification and Recognition
Transfer Learning and Fine-tuning
Sequence-to-Sequence Learning
Regularization Methods
Data Science
- Banking and Finance
- Marketing Analytics
- Time Series Analysis
Stock Market Forecasting
Customer Segmentation
Credit Risk Modelling
Algorithmic Trading Strategies
Climate Change Modelling
Sales Forecasting
EEG/ECG spectrum Analysis
Fraud Detection Techniques
Market Basket Analysis
Natural Language Processing
- Sentiment Analysis in Social Media
- Speech Recognition and Processing
- Chatbots and Conversational Agents
Techniques of Automatic Speech Recognition
Sentiment Analysis Techniques for Social Media Data
Chatbot Design and Development Techniques
Speech Processing in Assistive Technologies
Role of Conversational Agents in Customer Service
Role of Sentiment Analysis
Challenges and Opportunities in Sentiment Analysis
Effectiveness of Chatbots: A Comparative Study
The Impact of Noise on Speech Recognition Systems
Big Data Computing
- Information Retrieval
- Parallel and Distributed Computing
- Data Warehousing and Mining
Parallel Algorithms
Data Mining Techniques
Search Algorithms
Distributed Systems Architecture
Data Warehousing Concepts
Text Mining
Big Data Tools and Techniques
Graph-based Data Models
Data Visualization
Cyber and Network Security
- Advanced Cryptography
- Incident Response and Forensics
- Network Security
Network Threats and Defense Mechanisms
Cryptographic Protocols
Incident Handling and Response
Network Security Policies
Cryptanalysis
Digital Forensics
Malware Analysis and Reverse Engineering
Operating Systems Security
Secure Software Development
Software Engineering
- Software Development Life Cycle
- Project Management and Planning
- Professionalism and Ethics
Software Project Planning
Requirements Engineering
Software Reliability
Intellectual Property and Licensing
Software Architecture and Design
Risk Management
Verification and Validation
Professional Codes of Ethics
Monitoring and Control
Algorithms
- Efficiency Analysis Techniques
- Next-Gen Algorithms
- Fundamental Structure Innovations
Hash Tables Improvements
Progressive Graph Algorithms
P vs NP Discussion
Sorting Optimization Techniques
Time Complexity Analysis
Queue Variants Exploration
Dynamic Programming Advancements
Space Complexity Analysis
Tree Structures Optimization
Innovations in Game Design and Development
- Future Trends in Game Design and Development
- Game Design Techniques
- AR and VR in Game Development
Use of AR in Enhancing Game Experience
Integration of Storytelling in Game Design
AI in Game Design and Development
Impact of Blockchain Technology on Gaming
Implementation of VR in Immersive Gaming
User Experience (UX) in Game Design
Challenges and Solutions in AR/VR Game Development
Use of Cloud-Based Platforms in Game Development
Art and Aesthetics in Game Design
Human-Computer Interaction
- User-centred design
- User interface Design
- Advanced interaction design
Mobile interaction design
Pen and Touch-based interaction
Typography
Intelligent user interfaces
Human Centred Computing
Human-robot interaction
Wearable technology
Gesture-based interaction
3D User interfaces
Information Systems
- Data Visualization
- Database Management
- Information Retrieval and Decision Support
Information Retrieval Systems
Information Visualization
Database Systems
Database Schema Integration and Evolution
Decision Support Systems
Geographic Information Systems
Data Mining Techniques
Data Structures and Algorithms
Database Schema Translation
Digital Signal Processing
- Applications of Digital Signal Processing
- Fundamentals of Digital Signal Processing
- Advanced Techniques in Digital Signal Processing
Advanced DSP Algorithms
Understanding Digital Signals
Real-World Problem Solving
Digital Signal Processing Algorithms
Development of New DSP Methods
Development of DSP Systems
Processing Complex Signals
Exploration of New DSP Applications
Application of DSP Algorithms
Advancements in Health Informatics
- Health Data Analytics and Predictive Modeling
- Telehealth and Remote Patient Monitoring
- Artificial Intelligence in Healthcare
Healthcare Access and Delivery
Machine Learning in Disease Diagnosis
Population Health Management
disease Monitoring Using Wearable Devices
Early Disease Detection and Prevention
NLP in Clinical Documentation
Security and Privacy Concerns
EthicS in Decision Support Systems
Data Governance and Privacy
Information Technology
- IT System Design and Integration
- Information Security and Administration
- IT Service Delivery and Management
Comparative Study of Information Security Policies
Analysis of IT System Design Methodologies
Evaluating IT Service Delivery Models
Techniques in IT Security Administration
IT Service Management in Organizations
Challenges in IT System Integration
Effective IT System Design on Business Performance
Innovations in IT Service Delivery and Management
Impact of Information Security on Business Continuity
Computer Networks and Communication
- Advanced Networking Concepts
- Protocols and Telecommunications
- Security and Cloud Computing
Communication protocols
Wireless Systems
Network Security
Satellite Communication
Networking and Telecommunications
Software Security
Mobile Ad Hoc Networks
IOT Internet of Things
Cloud Computing
The End
TOpic Classification
Artificial Intelligence
Machine Perception
Details
Computing systems mimicking human intelligence
Details
Learning Techniques
Details
Language Processing
Details
Details
Complementary
Machine Learning
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Details
Algorithms learning from data.
Research Papers in Computer Science
Details
Complementary
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Details
Details
Complementary
Machine Vision
Details
Automated interpretation of visual data.
Complementary
Details
Complementary
Details
Robot Navigation and Path Planning
Most cited paper
Title: Exact robot navigation using artificial potential functions Author: E. Rimon, D. Koditschek, 1992 Cited: 1954 times Link: https://dx.doi.org/10.1109/70.163777
Customer Segmentation
Most cited papers
Title: Integrated Churn Prediction and Customer Segmentation Framework for Telco Business Author: Shuli Wu et al., 2021 Cited: 16 times Link: https://dx.doi.org/10.1109/ACCESS.2021.3073776
Human Centred Computing
Most cited paper
Title: A Survey on Wireless Indoor Localization from the Device Perspective Authors: J. Xiao et al., 2016 Cited: 297 times Link: https://dx.doi.org/10.1145/2933232
Database Schema Translation
Most cited paper
Title: Relative information capacity of simple relational database schemata Authors: R. Hull, et al., 1984 Cited: 279 times Link: https://dx.doi.org/10.1145/588011.588027
Communication protocols
Most cited paper
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Pen and Touch-based interaction
Most cited paper
Title: Improving Target Acquisitions through Utilizing Pen Pressure Authors: Xiangshi Ren et al., 2008 Cited: 1 time Link: https://dx.doi.org/10.5772/6303
Sales Forecasting
Most cited papers
Title: Machine Learning Based Restaurant Sales Forecasting Author: Austin Schmidt et al., 2021 Cited: 12 times Link: https://dx.doi.org/10.3390/make4010006
Title: Retail sales forecasting with meta-learning Author: Shaohui Ma et al., 2021 Cited: 42 times Link: https://dx.doi.org/10.1016/j.ejor.2020.05.038
Title: Virtual Reality in New Product Development: Insights from Prelaunch Sales Forecasting for Durables Author: Nathalie Harz et al., 2021 Cited: 18 times Link: https://dx.doi.org/10.1177/00222429211014902
Title: Application of Facebook's Prophet Algorithm for Successful Sales Forecasting Based on Real-world Data Author: E. Žunić et al., 2022 Cited: 37 times Link: https://dx.doi.org/10.5121/ijcsit.2020.12203
Effective Human-Robot Interaction
Most cited paper
Title: Human-Robot Interaction: A Survey Author: M. Goodrich, A. Schultz, 2008 Cited: 1602 times Link: https://dx.doi.org/10.1561/1100000005
Healthcare Access and Delivery
Title: Strengthening healthcare delivery with remote patient monitoring in the time of COVID-19 Authors: Mantena, S., & Keshavjee, S., 2021 Cited: 13 times Link: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300556/
Most cited paper
Digital Forensics
Most cited paper
Title: Blockchain-Based Digital Forensics Investigation Framework in the Internet of Things and Social Systems Author: Shancang Li et al., 2019 Cited: 42 times Link: https://dx.doi.org/10.1109/TCSS.2019.2927431
Disease Monitoring Using Wearable Devices
Most cited paper
Title: Biosignal monitoring using wearables: Observations and opportunities Authors: Athavale, Y., & Krishnan, S., 2017 Cited: 85 times Link: https://www.sciencedirect.com/science/article/pii/S1746809417300617
Human-robot interaction
Most cited paper
Title: Fundamentals of soft robot locomotion Authors: M. Calisti, G. Picardi, C. Laschi, et al., 2017 Cited: 161 times Link: https://dx.doi.org/10.1098/rsif.2017.0101
Risk Management
Most cited paper
Title: Risk Management: Coordinating Corporate Investment and Financing Policies Author: Kenneth A. Froot et al., 1993 Cited: 3095 times Link: https://dx.doi.org/10.1111/J.1540-6261.1993.TB05123.X
IOT Internet of Things
Most cited paper
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Big Data Tools and Techniques
Most cited paper
Title: A comprehensive survey of anomaly detection techniques for high dimensional big data Author: Srikanth Thudumu et al., 2020 Cited: 122 times Link: https://dx.doi.org/10.1186/s40537-020-00320-x
Role of Conversational Agents in Customer Service
Most cited paper
Title: AI-based chatbots in customer service and their effects on user compliance Author: Martin Adam et al., 2020 Cited: 232 times Link: https://dx.doi.org/10.1007/s12525-020-00414-7
Software Project Planning
Most cited paper
Title: Agile Requirements Engineering and Software Planning for a Digital Health Platform to Engage the Effects of Isolation Caused by Social Distancing: Case Study Author: E. Meinert et al., 2020 Cited: 45 times Link: https://dx.doi.org/10.2196/19297
Development of New DSP Methods
Most cited paper
Title: Development of new experimental and data processing methods at critical signal-to-noise conditions in nuclear magnetic resonance in 2022 Authors: FRANCISCHELLO, R, 2022 Link: https://etd.adm.unipi.it/t/etd-10312021-165138/
Image segmentation
Most cited paper
Title: Learning Shape Templates With Structured Implicit Functions Author: Kyle Genova et al., 2019 Cited: 274 times Link: https://dx.doi.org/10.1109/ICCV.2019.00725
Typography
Most cited paper
Title: GeoSpace: an interactive visualization system for exploring complex information spaces Authors: Ishantha Lokuge, S. Ishizaki, 1995 Cited: 75 times Link: https://dx.doi.org/10.1145/223904.223959
Image Transformation
Most cited paper
Title: A Survey on Feature Extraction Techniques for Shape based Object Recognition Author: M. Patel, Purvi Tandel, 2016 Cited: 33 times Link: https://dx.doi.org/10.5120/IJCA2016908782
Effective IT System Design on Business Performance
Most cited paper
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Text Mining
Most cited paper
Title: BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Author: Renqian Luo et al., 2022 Cited: 98 times Link: https://dx.doi.org/10.1093/bib/bbac409
Operating Systems Security
Most cited papers
Title: Security Analysis and Enhancements of Computer Operating Systems Author: R. Abbott et al., 1976 Cited: 165 times Link: https://dx.doi.org/10.6028/NBS.IR.76-1041
Regularization Methods
Most cited papers
Title: Determination of the regularization parameter in indirect-transform methods using perceptual criteria Author: D. Svergun, 1992 Cited: 3297 times Link: https://dx.doi.org/10.1107/S0021889892001663
Wearable technology
Most cited paper
Title: Futuristic Clothes: Electronic Textiles and Wearable Technologies Authors: E. Ismar, S. Kurşun Bahadır, F. Kalaoglu, V. Koncar, et al., 2020 Cited: 86 times Link: https://dx.doi.org/10.1002/gch2.201900092
Evaluating IT Service Delivery Models
Most cited paper
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Gradient Descent Variants
Most cited paper
Title: A Descent Lemma Beyond Lipschitz Gradient Continuity: First-Order Methods Revisited and Applications Author: Heinz H. Bauschke et al., 2017 Cited: 310 times Link: https://dx.doi.org/10.1287/MOOR.2016.0817
Understanding Digital Signals
Most cited paper
Title: Fundamentals of electrical drives Authors: A. Veltman, D. Pulle, D. Doncker, et al., 2015 Cited: 100 times Link: https://dx.doi.org/10.1007/978-3-319-29409-4
EEG/ECG spectrum Analysis
Most cited paper
Title: Singular Spectrum Analysis: Methodology and Comparison Author: Hossein Hassani, 2007 Cited: 326 times Link: https://dx.doi.org/10.6339/JDS.2007.05(2).396
Robot Control mechanisms
Most cited papers
Title: M+: a scheme for multi-robot cooperation through negotiated task allocation and achievement Author: S. Botelho, R. Alami, 1999 Cited: 358 times Link: https://dx.doi.org/10.1109/ROBOT.1999.772530
Networking and Telecommunications
Most cited paper
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Machine Learning
Title: Thumbs up? Sentiment Classification using Machine Learning Techniques Author: B. Pang et al., 2002 Cited: 9011 times Link: https://dx.doi.org/10.3115/1118693.1118704
Most cited papers
Title: Gaussian Processes for Machine Learning Author: C. Rasmussen et al., 2003 Cited: 21175 times Link: https://dx.doi.org/10.1007/978-3-540-28650-9_4
Title: Techniques for interpretable machine learning Author: Mengnan Du et al., 2018 Cited: 648 times Link: https://dx.doi.org/10.1145/3359786
Title: Data Mining Practical Machine Learning Tools and Techniques Author: Ian H. Witten et al., 2011Cited: 11537 times Link: https://dx.doi.org/10.1016/c2009-0-19715-5
Title: Pattern recognition techniques for Boson Sampling validation Author: Iris Agresti et al., 2017 Cited: 50 times Link: https://dx.doi.org/10.1103/PHYSREVX.9.011013
Sequence-to-Sequence Learning
Most cited paper
Title: BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Author: M. Lewis et al., 2019 Cited: 4969 times Link: https://dx.doi.org/10.18653/v1/2020.acl-main.703
Techniques in IT Security Administration
Most cited paper
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Data Structures and Algorithms
Most cited paper
Title: "Willow: A tool for interactive programming visualization to help in the data structures and algorithms teaching-learning process." Authors: Moraes, P. Et al. Cited By: 12 times Link: https://dl.acm.org/doi/abs/10.1145/3350768.3351303
Context Sensitive Spelling
Title: Natural Language Processing for Smart Healthcare Author: Binggui Zhou et al., 2021 Cited: 18 times Link: https://dx.doi.org/10.1109/RBME.2022.3210270
Most cited papers
Title: Artificial Intelligence Clinical Evidence Engine for Automatic Identification, Prioritization, and Extraction of Relevant Clinical Oncology Research Author: Fernando Jose Suarez Saiz et al., 2021 Cited: 7 times Link: https://dx.doi.org/10.1200/CCI.20.00087
Title: Explainable Artificial Intelligence for Sarcasm Detection in Dialogues Author: Akshi Kumar et al., 2021 Cited: 16 times Link: https://dx.doi.org/10.1155/2021/2939334
Title: A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records Author: A. Annapragada et al., 2021 Cited: 10 times Link: https://dx.doi.org/10.1371/journal.pone.0247404
Title: ChatGPT and a new academic reality: Artificial Intelligence-written research papers and the ethics of the large language models in scholarly publishing Author: Brady D. Lund et al., 2023 Cited: 17 times Link: https://dx.doi.org/10.1002/asi.24750
Credit Risk Modelling
Most cited papers
Title: Common Poisson Shock Models: Applications to Insurance and Credit Risk Modelling Author: F. Lindskog et al., 2003 Cited: 259 times Link: https://dx.doi.org/10.1017/S0515036100013441
Cryptanalysis
Most cited paper
Title: Linear Cryptanalysis Method for DES Cipher Author: M. Matsui, 1994 Cited: 2895 times Link: https://dx.doi.org/10.1007/3-540-48285-7_33
Distributed Systems Architecture
Most cited papers
Title: The Information Bus: an architecture for extensible distributed systems Author: B. Oki et al., 1994 Cited: 540 times Link: https://dx.doi.org/10.1145/168619.168624
Secure Software Development
Most cited paper
Title: Static Analysis-Based Approaches for Secure Software Development Author: Miltiadis G. Siavvas et al., 2018 Cited: 41 times Link: https://dx.doi.org/10.1007/978-3-319-95189-8_13
Ensemble Learning
Title: A Machine Learning Model for Personalized Tariff Plan based on Customer’s Behavior in the Telecom Industry Author: Lewlisa Saha et al., 2022 Cited: 2 times Link: https://dx.doi.org/10.14569/ijacsa.2022.0131023
Most cited papers
Title: Stock Market Prediction Using Machine Learning Techniques: A Decade Survey on Methodologies, Recent Developments, and Future Directions Author: N. Rouf et al., 2021 Cited: 31 times Link: https://dx.doi.org/10.3390/electronics10212717
Title: A Novel Framework for Semiconductor Manufacturing Final Test Yield Classification Using Machine Learning Techniques Author: Dan Jiang et al., 2020 Cited: 13 times Link: https://dx.doi.org/10.1109/ACCESS.2020.3034680
Title: Advanced chromatographic technique for performance simulation of anti-Alzheimer agent: an ensemble machine learning approach Author: U. Ghali et al., 2020 Cited: 10 times Link: https://dx.doi.org/10.1007/s42452-020-03690-2
Title: Artificial Intelligence-Based Ensemble Learning Model for Prediction of Hepatitis C Disease Author: M. Edeh et al., 2022 Cited: 15 times Link: https://dx.doi.org/10.3389/fpubh.2022.892371
Handwriting Recognition
Title: Artificial intelligence: machine learning for chemical sciencesAuthor: Akshaya Karthikeyan et al., 2021 Cited: 15 timesLink: https://dx.doi.org/10.1007/s12039-021-01995-2
Most cited papers
Title: Artificial intelligence ethics by design. Evaluating public perception on the importance of ethical design principles of artificial intelligenceAuthor: Kimon Kieslich et al., 2021 Cited: 16 times Link: https://dx.doi.org/10.1177/20539517221092956
Title: Artificial Intelligence in Optical Communications: From Machine Learning to Deep Learning Author: Danshi Wang et al., 2021 Cited: 14 times Link: https://dx.doi.org/10.3389/frcmn.2021.656786
Title: Handwriting Recognition using Artificial Intelligence Neural Network and Image Processing Author: Sara Aqab et al., 2020 Cited: 8 times Link: https://dx.doi.org/10.14569/ijacsa.2020.0110719
Title: Developing a Recognition System for Diagnosing Melanoma Skin Lesions Using Artificial Intelligence Algorithms Author: F. Alsaade et al., 2021 Cited: 16 times Link: https://dx.doi.org/10.1155/2021/9998379
Satellite Communication
Most cited paper
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Image Pattern Recognition
Most cited paper
Title: An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition Author: Baoguang Shi et al., 2015 Cited: 1800 times Link: https://dx.doi.org/10.1109/TPAMI.2016.2646371
Software Reliability
Most cited paper
Title: A Generalized Software Reliability Growth Model With Consideration of the Uncertainty of Operating Environments Author: Qiuying Li, H. Pham, 2019 Cited: 27 times Link: https://dx.doi.org/10.1109/ACCESS.2019.2924084
Art and Aesthetics in Game Design
Most cited paper
Title: The Role of Aesthetics in Engineering Author: R. Faste, 1998 Cited: 19 times Link: https://dx.doi.org/10.1299/JSMEMAG.98.916_204
Tree Structures Optimization
Most cited paper
Title: Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding Author: Yu Meng et al., 2020 Cited: 41 times Link: https://dx.doi.org/10.1145/3394486.3403242
Climate Change Modelling
Most cited paper
Title: EURO-CORDEX: new high-resolution climate change projections for European impact research Author: D. Jacob et al., 2014 Cited: 1257 times Link: https://dx.doi.org/10.1007/s10113-013-0499-2
Use of AR in Enhancing Game Experience
Most cited paper
Title: Systematic review and meta-analysis of augmented reality in medicine, retail, and games Author: P. Parekh et al., 2020 Cited: 46 times Link: https://dx.doi.org/10.1186/s42492-020-00057-7
Data Mining Techniques
Most cited paper
Title: Foundations of Rule Learning Authors: Johannes Fürnkranz et al., 2012 Cited: 309 times Link: https://dx.doi.org/10.1007/978-3-540-75197-7
Intellectual Property and Licensing
Most cited paper
Title: Intellectual Property and Licensing Strategies in Open Collaborative Innovation Author: M. Bogers, R. Bekkers, O. Granstrand, 2012 Cited: 48 times Link: https://dx.doi.org/10.4018/978-1-61350-341-6.CH003
Professional Codes of Ethics
Most cited paper
Title: Research Integrity and Research Ethics in Professional Codes of Ethics: Survey of Terminology Used by Professional Organizations across Research Disciplines Author: Dubravka Komić et al., 2015 Cited: 40 times Link: https://dx.doi.org/10.1371/journal.pone.0133662
Hash Tables Improvements
Most cited paper
Title: Instant neural graphics primitives with a multiresolution hash encoding Author: T. Müller et al., 2022 Cited: 697 times Link: https://dx.doi.org/10.1145/3528223.3530127
Speech Processing in Assistive Technologies
Most cited paper
Title: Multimodal assistive technologies for depression diagnosis and monitoring Author: M. Vacher et al., 2015 Cited: 138 times Link: https://dx.doi.org/10.1007/s12193-013-0123-2
Impact of Blockchain Technology on Gaming
Most cited paper
Title: Blockchain technology’s impact on supply chain integration and sustainable supply chain performance: evidence from the automotive industry Author: Sachin S. Kamble et al., 2021 Cited: 46 times Link: https://dx.doi.org/10.1007/S10479-021-04129-6
Data Warehousing Concepts
Most cited paper
Title: Data Mining Concepts and Techniques Author: S. Gnanapriya et al., 2015 Cited: 4310 times Link: https://dx.doi.org/10.5860/choice.49-3305
Language Modeling and Generation
Most Cited paper
Title: fairseq: A Fast, Extensible Toolkit for Sequence Modeling Author: Myle Ott et al., 2019 Cited: 2251 times Link: https://dx.doi.org/10.18653/v1/N19-4009
Robot-assisted therapy
Most cited paper
Title: Effects of Robot-Assisted Therapy on Upper Limb Recovery After Stroke: A Systematic Review Author: G. Kwakkel, B. Kollen, H. Krebs, 2008 Cited: 1373 times Link: https://dx.doi.org/10.1177/1545968307305457
Network Security Policies
Most cited paper
Title: Complete analysis of configuration rules to guarantee reliable network security policies Author: Joaquín García et al., 2008 Cited: 145 times Link: https://dx.doi.org/10.1007/s10207-007-0045-7
Learning Rate Adaptation
Most cited paper
Title: A reinforcement learning approach to power control and rate adaptation in cellular networks Author: E. Ghadimi et al., 2017 Cited: 70 times Link: https://dx.doi.org/10.1109/ICC.2017.7997440
Auto-Search Suggestions
Title: Design of optimal search engine using text summarization through artificial intelligence techniques Author: K. Sekaran et al., 2020 Cited: 9 times Link: https://dx.doi.org/10.12928/TELKOMNIKA.V18I3.14028
Most cited papers
Title: Artificial Intelligence Chatbot Behavior Change Model for Designing Artificial Intelligence Chatbots to Promote Physical Activity and a Healthy Diet: Viewpoint Author: Jingwen Zhang et al., 2020 Cited: 83 times Link: https://dx.doi.org/10.2196/22845
Title: Machine Learning and Natural Language Processing in Mental Health: Systematic Review Author: A. Le Glaz et al., 2021 Cited: 77 times Link: https://dx.doi.org/10.2196/15708
Title: Artificial Intelligence Clinical Evidence Engine for Automatic Identification, Prioritization, and Extraction of Relevant Clinical Oncology Research Author: Fernando Jose Suarez Saiz et al., 2021 Cited: 7 times Link: https://dx.doi.org/10.1200/CCI.20.00087
Title: Search for Medical Information and Treatment Options for Musculoskeletal Disorders through an Artificial Intelligence Chatbot: Focusing on Shoulder Impingement SyndromeAuthor: J. Kim, 2022 Cited: 4 times Link: https://dx.doi.org/10.1101/2022.12.16.22283512
Decision Support Systems
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Title: Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges Authors: Zehui Xiong, Yang Zhang, D. Niyato, Ruilong Deng, Ping Wang, Li-Chun Wang, et al., 2019 Cited: 147 times Link: https://dx.doi.org/10.1109/MVT.2019.2903655
Integration of Storytelling in Game Design
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Title: Personal Investigator: A therapeutic 3D game for adolescent psychotherapy Author: D. Coyle et al., 2005 Cited: 130 times Link: https://dx.doi.org/10.1108/17415650580000034
Network Security
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Verification and Validation
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Title: Verification and validation of simulation models Author: R. Sargent, 2013 Cited: 742 times Link: https://dx.doi.org/10.1057/jos.2012.20
Dynamic Programming Advancements
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Title: Quantum Speedups for Exponential-Time Dynamic Programming Algorithms Author: A. Ambainis et al., 2018 Cited: 60 times Link: https://dx.doi.org/10.1137/1.9781611975482.107
Comparative Study of Information Security Policies
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Chatbot Design and Development Techniques
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Title: Artificial Intelligence Chatbot Behavior Change Model for Designing Artificial Intelligence Chatbots to Promote Physical Activity and a Healthy Diet: Viewpoint Author: Jingwen Zhang et al., 2020 Cited: 83 times Link: https://dx.doi.org/10.2196/22845
Exploration of New DSP Applications
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Title: 1-Bit FinFET carry cells for low voltage high-speed digital signal processing applications Authors: Pittala, C. S et al., 2023 Cited: 5 times Link: https://link.springer.com/article/10.1007/s12633-022-02016-8
Image Morphology
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Title: Handbook of Machine Vision Author: A. Hornberg et al., 2006 Cited: 154 times Link: https://dx.doi.org/10.1002/9783527610136
Software Security
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Image Classification and Recognition
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Title: Deep Residual Learning for Image Recognition Author: Kaiming He et al., 2015 Cited: 131789 times Link: https://dx.doi.org/10.1109/cvpr.2016.90
Techniques of Automatic Speech Recognition
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Title: Development of Automatic Speech Recognition Techniques for Elderly Home Support: Applications and Challenges Author: M. Vacher et al., 2015 Cited: 16 times Link: https://dx.doi.org/10.1007/978-3-319-20913-5_32
Software Architecture and Design
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Title: Security challenges in automotive hardware/software architecture design Author: Florian Sagstetter et al., 2013 Cited: 125 times Link: https://dx.doi.org/10.7873/DATE.2013.102
Data Mining Techniques
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Title: Data Mining Concepts and Techniques Author: S. Gnanapriya, R. Suganya, G. Devi, M. S. Kumar et al., 2019 Cited: 4310 times Link: http://ciitresearch.org/dl/index.php/dmke/article/view/DMKE092010006
Autonomous robotics
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Title: Mobile Robot Navigation and Obstacle Avoidance Techniques: A Review Author: P. Anish et al., 2017 Cited: 167 times Link: https://dx.doi.org/10.15406/iratj.2017.02.00023
Deep learning
Title: Performance Analysis of Machine Learning and Pattern Matching Techniques for Deep Packet Inspection in Firewalls Author: J. V. BibalBenifa et al., 2021 Cited: Not cited yet Link: https://dx.doi.org/10.21203/rs.3.rs-260788/v1
Most cited papers
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Title: Recent Advancements in Fruit Detection and Classification Using Deep Learning Techniques Author: C. C. Ukwuoma et al., 2022 Cited: 23 times Link: https://dx.doi.org/10.1155/2022/9210947
Title: Wind, Solar, and Photovoltaic Renewable Energy Systems with and without Energy Storage Optimization: A Survey of Advanced Machine Learning and Deep Learning Techniques Author: L. Abualigah et al., 2022 Cited: 26 times Link: https://dx.doi.org/10.3390/en15020578
Title: Melanoma skin cancer detection using deep learning and classical machine learning techniques: A hybrid approach Author: Jinen Daghrir et al., 2020 Cited: 33 times Link: https://dx.doi.org/10.1109/ATSIP49331.2020.9231544
Algorithmic Trading Strategies
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Title: Rise of the Machines: Algorithmic Trading in the Foreign Exchange Market Author: A. Chaboud et al., 2013 Cited: 317 times Link: https://dx.doi.org/10.2139/ssrn.1501135
Natural Language Processing
Title: How Artificial Intelligence Can Improve Our Understanding of the Genes Associated with Endometriosis: Natural Language Processing of the PubMed Database Author: J. Bouaziz et al., 2018 Cited: 26 times Link: https://dx.doi.org/10.1155/2018/6217812
Most cited papers
Title: COVID-Twitter-BERT: A natural language processing model to analyse COVID-19 content on Twitter Author: Martin Müller et al., 2020 Cited: 231 times Link: https://dx.doi.org/10.3389/frai.2023.1023281
Title: Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) Author: Qingyu Chen et al., 2020 Cited: 21 times Link: https://dx.doi.org/10.1146/annurev-biodatasci-021821-061045
Title: Artificial intelligence approaches using natural language processing to advance EHR-based clinical research Author: Y. Juhn, Hongfang Liu, 2020 Cited: 68 times Link: https://dx.doi.org/10.1016/J.JACI.2019.12.897
Title: Predicting Mortality in the Surgical Intensive Care Unit Using Artificial Intelligence and Natural Language Processing of Physician Documentation Author: J. Parreco et al., 2018 Cited: 17 times Link: https://dx.doi.org/10.1177/000313481808400736
Geographic Information Systems
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Title: Geographic information systems and scienceAuthors: P. Longley, M. Goodchild, D. Maguire, D. Rhind, et al., 2011 Cited: 2371 times Link: https://dx.doi.org/10.1080/17538947.2011.582276
Face Detection
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Title: IEEE Transactions on Pattern Analysis and Machine Intelligence Information for Authors Author: Ieee Xplore et al., 2022 Cited: 1037 times Link: https://dx.doi.org/10.1109/tpami.2014.2342553
Title: mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines Author: B. D. Topçuoglu et al., 2021 Cited: 18 times Link: https://dx.doi.org/10.21105/joss.03073
Regression
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Title: Data-Driven Charging Demand Prediction at Public Charging Stations Using Supervised Machine Learning Regression Methods Author: Ahmad Almaghrebi et al., 2020 Cited: 64 times Link: https://dx.doi.org/10.3390/en13164231
Title: Analysis of Earthquake Forecasting in India Using Supervised Machine Learning Classifiers Author: P. Debnath et al., 2021 Cited: 16 times Link: https://dx.doi.org/10.3390/SU13020971
Title: An explainable supervised machine learning predictor of acute kidney injury after adult deceased donor liver transplantation Author: Yihan Zhang et al., 2021 Cited: 23 times Link: https://dx.doi.org/10.1186/s12967-021-02990-4
Title: Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review Author: Constanza L. Andaur Navarro et al., 2021 Cited: 23 times Link: https://dx.doi.org/10.1186/s12874-021-01469-6
Fraud Detection Techniques
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Title: Analysis on Credit Card Fraud Detection Techniques: Based on Certain Design Criteria Author: Masoumeh Zareapoor et al., 2012 Cited: 90 times Link: https://dx.doi.org/10.5120/8184-1538
Time Complexity Analysis
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Title: Time Complexity Analysis of Support Vector Machines (SVM) in LibSVM Author: Abdiansah Abdiansah, Retantyo Wardoyo, 2015 Cited: 180 times Link: https://dx.doi.org/10.5120/IJCA2015906480
Security and Privacy Concerns
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Title: Telemedicine practice: review of the current ethical and legal challenges Authors: Nittari, G., Khuman et al., 2020 Cited: 258 times Link: https://www.liebertpub.com/doi/abs/10.1089/tmj.2019.0158
Database Systems
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Title: Principles of Distributed Database Systems Authors: M. Tamer Özsu, P. Valduriez, et al., 1990 Cited: 2661 times Link: https://dx.doi.org/10.1007/978-3-030-26253-2
Stock Market Forecasting
Title: Ensemble System based on Genetic Algorithm for Stock Market Forecasting Author: R. Gonzalez et al., 2015 Cited: 19 times Link: https://dx.doi.org/10.1109/CEC.2015.7257276
Most cited paper
Title: An efficient hybrid machine learning method for time series Stock market forecasting Author: E. Ebadati et al., 2018 Cited: 17 times Link: https://dx.doi.org/10.14311/NNW.2018.28.003
Title: A Stock Market Forecasting Model Combining Two-Directional Two-Dimensional Principal Component Analysis and Radial Basis Function Neural Network Author: Zhiqiang Guo et al., 2015 Cited: 32 times Link: https://dx.doi.org/10.1371/journal.pone.0122385
Title: Stock Market Forecasting Using Deep Learning and Technical Analysis: A Systematic Review Author: A. W. Li et al., 2020 Cited: 31 times Link: https://dx.doi.org/10.1109/ACCESS.2020.3030226
Robotic Perception algorithms
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Title: End-to-End Robotic Reinforcement Learning without Reward Engineering Author: Avi Singh et al., 2019 Cited: 204 times Link: https://dx.doi.org/10.15607/RSS.2019.XV.073
Sentiment Analysis and Text Classification
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Title: Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification Author: Yoon Kim et al., 2014 Cited: 19 times Link: https://dx.doi.org/10.3115/v1/W14-2614
Feature Extraction
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Title: Automated Method to Determine Two Critical Growth Stages of Wheat: Heading and Flowering Author: Pouria Sadeghi-Tehran et al., 2017 Cited: 71 times Link: https://dx.doi.org/10.3389/fpls.2017.00252
Data Governance and Privacy
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Queue Variants Exploration
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Title: Visualization and exploration of optimal variants in product line engineering Author: Alexandr Murashkin et al., 2013 Cited: 67 times Link: https://dx.doi.org/10.1145/2491627.2491647
Cloud Computing
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Use of Cloud-Based Platforms in Game Development
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Title: Concept Review of a Cloud-Based Smart Battery Management System for Lithium-Ion Batteries: Feasibility, Logistics, and Functionality Author: Manh-Kien Tran et al., 2022 Cited: 69 times Link: https://dx.doi.org/10.3390/batteries8020019
Sentiment Analysis Techniques for Social Media Data
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Title: Real-Time Twitter Spam Detection and Sentiment Analysis using Machine Learning and Deep Learning Techniques Author: Anisha P. Rodrigues et al., 2022 Cited: 37 times Link: https://dx.doi.org/10.1155/2022/5211949
Image Enhancement
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Title: Man-Machine Interactions 3, Proceedings of the 3rd International Conference on Man-Machine Interactions, ICMMI 2013, Brenna, Poland, October 22-25, 2013 Author: K. Cyran et al., 2013 Cited: 91 times Link: https://dx.doi.org/10.1007/978-3-319-02309-0
Parallel Algorithms
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Title: Fast parallel algorithms for short-range molecular dynamics Author: S. Plimpton et al., 1995 Cited: 32704 times Link: https://dx.doi.org/10.1006/JCPH.1995.1039
Cryptographic Protocols
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Title: Universally composable security: a new paradigm for cryptographic protocols Author: R. Canetti, 2001 Cited: 3093 times Link: https://dx.doi.org/10.1109/SFCS.2001.959888
AI in Game Design and Development
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Title: Game development software engineering process life cycle: a systematic review Author: Saiqa Aleem et al., 2016 Cited: 93 times Link: https://dx.doi.org/10.1186/s40411-016-0032-7
Effectiveness of Chatbots: A Comparative Study
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Title: Using a Chatbot as an Alternative Approach for In-Person Toothbrushing Training During the COVID-19 Pandemic: Comparative Study Author: S. Pithpornchaiyakul et al., 2022 Cited: 1 time Link: https://dx.doi.org/10.2196/39218
Analysis of IT System Design Methodologies
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User Experience (UX) in Game Design
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Title: The Development and Validation of the Game User Experience Satisfaction Scale (GUESS) Author: M. Phan et al., 2016 Cited: 174 times Link: https://dx.doi.org/10.1177/0018720816669646
Processing Complex Signals
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Title: Commutative quaternion algebra and DSP fundamental properties: Quaternion convolution and Fourier transform Authors: Grigoryan, A. M.. et al., 2022 Cited: 4 times Link: https://www.sciencedirect.com/science/article/pii/S0165168422000809
Population Health Management
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Title: Fundamentals for Future Mobile-Health (mHealth): A Systematic Review of Mobile Phone and Web-Based Text Messaging in Mental Health Authors: S. Berrouiguet, E. Baca-García, Sara A Brandt, M. Walter, P. Courtet, et al., 2016 Cited: 239 times Link: https://dx.doi.org/10.2196/jmir.5066
Implementation of VR in Immersive Gaming
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Title: A review of immersive virtual reality serious games to enhance learning and training Author: D. Checa, A. Bustillo, 2019 Cited: 208 times Link: https://dx.doi.org/10.1007/s11042-019-08348-9
Innovations in IT Service Delivery and Management
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Swarm Robotics systems
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Title: Evolution of swarm robotics systems with novelty search Author: Jorge C. Gomes et al., 2013 Cited: 121 times Link: https://dx.doi.org/10.1007/s11721-013-0081-z
Graph-based Data Models
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Title: Abstractive Document Summarization with a Graph-Based Attentional Neural Model Author: Jiwei Tan et al., 2017 Cited: 268 times Link: https://dx.doi.org/10.18653/v1/P17-1108
Edge Detection
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Title: Speech Recognition Supported by Lip Analysis Author: W. Butt, 2016 Cited: 2 times Link: https://dx.doi.org/10.5565/REV/ELCVIA.953
Incident Handling and Response
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Title: Towards Automated Incident Handling: How to Select an Appropriate Response against a Network-Based Attack? Author: Sven Ossenbuhl et al., 2015 Cited: 23 times Link: https://dx.doi.org/10.1109/IMF.2015.13
Real-World Problem Solving
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Title: A novel improved whale optimization algorithm to solve numerical optimization and real-world applications Authors: Chakraborty, S. et al., 2022 Cited: 27 times Link: https://link.springer.com/article/10.1007/s10462-021-10114-z
Object Detection and Localization
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Title: You Only Look Once: Unified, Real-Time Object Detection Author: Joseph Redmon et al., 2015 Cited: 23618 times Link: https://dx.doi.org/10.1109/CVPR.2016.91
Data Visualization
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Title: Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration Author: H. Thorvaldsdóttir et al., 2015 Cited: 6608 times Link: https://dx.doi.org/10.1093/bib/bbs017
Intelligent user interfaces
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Title: Interactive Computation: The New Paradigm Authors: Dina Q. Goldin et al., 2006 Cited: 205 times Link: https://dx.doi.org/10.5860/choice.44-5094
Challenges and Solutions in AR/VR Game Development
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Title: Exascale applications: skin in the game Author: Francis Alexander et al., 2020 Cited: 62 times Link: https://dx.doi.org/10.1098/rsta.2019.0056
Challenges in IT System Integration
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Evaluating IT Service Delivery Models
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Sorting Optimization Techniques
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Title: MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting Author: M. Premkumar et al., 2020 Cited: 73 times Link: https://dx.doi.org/10.1109/ACCESS.2020.3047936
Information Retrieval Systems
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Title: Information Retrieval and Text Mining Technologies for Chemistry Authors: Martin Krallinger, O. Rabal, A. Lourenço, J. Oyarzabal, A. Valencia, et al., 2017 Cited: 192 times Link: https://dx.doi.org/10.1021/acs.chemrev.6b00851
Title: Computer Vision and Machine Learning Enabled Soybean Root Phenotyping Pipeline Author: Kevin G Falk et al., 2020 Cited: 53 times Link: https://dx.doi.org/10.1186/s13007-019-0550-5
Computer Vision
Most cited papers
Title: Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 Spread Author: S. Shriram et al., 2021 Cited: 98 times Link: https://dx.doi.org/10.1155/2021/8133076
Title: Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology Author: Moritz D. Lürig et al., 2020 Cited: 44 times Link: https://dx.doi.org/10.3389/fevo.2021.642774
Title: Overview: Computer Vision and Machine Learning for Microstructural Characterization and Analysis Author: E. Holm et al., 2020 Cited: 71 times Link: https://dx.doi.org/10.1007/s11661-020-06008-4
Title: Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research Author: Maryam Ouhami et al., 2021 Cited: 43 times Link: https://dx.doi.org/10.3390/rs13132486
Search Algorithms
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Title: A Survey on Policy Search Algorithms for Learning Robot Controllers in a Handful of Trials Author: Konstantinos Chatzilygeroudis et al., 2018 Cited: 113 times Link: https://dx.doi.org/10.1109/TRO.2019.2958211
Requirements Engineering
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Title: Goal-oriented requirements engineering: an extended systematic mapping study Author: Jennifer Horkoff et al., 2017 Cited: 136 times Link: https://dx.doi.org/10.1007/s00766-017-0280-z
Impact of Information Security on Business Continuity
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Advanced DSP Algorithms
Most cited paper
Title: Advanced digital signal processing techniques for compensation of nonlinear distortion in wideband multi carrier radio receivers Authors: Valkama, M.. et al., 2006 Cited: 131 times Link: https://ieeexplore.ieee.org/abstract/document/1643562
Machine Learning in Disease Diagnosis
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Title: Artificial intelligence and machine learning in clinical medicine Authors: Haug, C. J. et al., 2023 Cited: 21 times Link: https://www.nejm.org/doi/full/10.1056/NEJMra2302038
Mobile Ad Hoc Networks
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Space Complexity Analysis
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Title: Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction Author: Gen Li et al., 2020 Cited: 79 times Link: https://dx.doi.org/10.1109/tit.2021.3120096
Role of Sentiment Analysis
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Title: On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Author: José Camacho-Collados et al., 2017 Cited: 100 times Link: https://dx.doi.org/10.18653/v1/W18-5406
Title: Exploring Unsupervised Machine Learning Classification Methods for Physiological Stress Detection Author: Talha Iqbal et al., 2022 Cited: 6 times Link: https://dx.doi.org/10.3389/fmedt.2022.782756
Clustering
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Title: Predictive Modeling of Short-Term Rockburst for the Stability of Subsurface Structures Using Machine Learning Approaches: t-SNE, K-Means Clustering and XGBoost Author: B. Ullah, Muhammad Kamran et al., 2022 Cited: 18 times Link: https://dx.doi.org/10.3390/math10030449
Title: Unsupervised Machine Learning Via Transfer Learning and k-Means Clustering to Classify Materials Image Data Author: R. Cohn et al., 2020 Cited: 20 times Link: https://dx.doi.org/10.1007/s40192-021-00205-8
Title: Social Networks Marketing and Consumer Purchase Behavior: The Combination of SEM and Unsupervised Machine Learning Approaches Author: P. Ebrahimi et al., 2022 Cited: 10 times Link: https://dx.doi.org/10.3390/bdcc6020035
Title: Variant-driven early warning via unsupervised machine learning analysis of spike protein mutations for COVID-19 Author: Adele de Hoffer et al., 2022 Cited: 11 times Link: https://dx.doi.org/10.1038/s41598-022-12442-8
The Impact of Noise on Speech Recognition Systems
Most cited paper
Title: Overview of speech enhancement techniques for automatic speaker recognition Author: J. Ortega-Garcia, J. González-Rodríguez, 1996 Cited: 102 times Link: https://dx.doi.org/10.1109/ICSLP.1996.607754
Development of DSP Systems
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Title: Development of a dual digital signal processor based cyber-physical system model for a multi-carrier energy system. Authors: Cao, G. et al., 2022 Cited: - times Link: https://link.springer.com/article/10.1007/s10462-021-10114-z
Monitoring and Control
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Title: Health impact of China's Air Pollution Prevention and Control Action Plan: an analysis of national air quality monitoring and mortality data. Author: Jing Huang et al., 2018 Cited: 328 times Link: https://dx.doi.org/10.1016/S2542-5196(18)30141-4
Challenges and Opportunities in Sentiment Analysis
Most cited paper
Title: Opinion Mining and Sentiment Analysis Author: B. Pang, Lillian Lee, 2008 Cited: 4840 times Link: https://dx.doi.org/10.1561/1500000011
Transfer Learning
Title: Prediction of stem diameter and biomass at individual tree crown level with advanced machine learning techniques Author: S. Malek et al., 2019 Cited: 8 times Link: https://dx.doi.org/10.3832/IFOR2980-012
Most cited papers
Title: A Novel Transfer Learning Approach to Enhance Deep Neural Network Classification of Brain Functional Connectomes Author: Hailong Li et al., 2018 Cited: 101 times Link: https://dx.doi.org/10.3389/fnins.2018.00491
Title: Improving significance of binary black hole mergers in Advanced LIGO data using deep learning : Confirmation of GW151216 Author: S. Jadhav et al., 2020 Cited: 8 times Link: https://dx.doi.org/10.1103/PhysRevD.104.064051
Title: Advanced imaging techniques for neuro-oncologic tumor diagnosis, with an emphasis on PET-MRI imaging of malignant brain tumorsAuthor: W. B. Overcast et al., 2021 Cited: 26 times Link: https://dx.doi.org/10.1007/s11912-021-01020-2
Title: Applications of machine and deep learning to patient-specific IMRT/VMAT quality assuranceAuthor: A. Osman et al., 2021 Cited: 10 times Link: https://dx.doi.org/10.1002/acm2.13375
Voice Information Processing
Title: The use of articulatory movement data in speech synthesis applications: An overview — Application of articulatory movements using machine learning algorithms — Author: Korin Richmond et al., 2015 Cited: 19 times Link: https://dx.doi.org/10.1250/AST.36.467
Most Cited Papers
Title: Sequence-to-sequence Voice Conversion with Attention and Context Preservation Mechanisms Author: Kou Tanaka et al., 2018 Cited : 90 times Link: https://dx.doi.org/10.1109/ICASSP.2019.8683282
Title: Harris Hawks Sparse Auto-Encoder Networks for Automatic Speech Recognition System Author: M. H. Ali et al., 2022 Cited: 14 Link: https://www.mdpi.com/2076-3417/12/3/1091
Title: Age Estimation Based on Children's Voice: A Fuzzy-Based Decision Fusion Strategy Author: S. Mirhassani et al., 2014 Cited: 14 times Link: https://www.hindawi.com/journals/tswj/2014/534064/
Title: The Detection of Parkinson's Disease From Speech Using Voice Source Information Author: N. Narendra et al., 2021 Cited: 20 times Link: https://dx.doi.org/10.1109/TASLP.2021.3078364
Wireless Systems
Most cited paper
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Transfer Learning and Fine-tuning
Most cited paper
Title: Universal Language Model Fine-tuning for Text Classification Author: Jeremy Howard et al., 2018 Cited: 2879 times Link: https://dx.doi.org/10.18653/v1/P18-1031
Application of DSP Algorithms
Most cited paper
Title: Digital signal processing in the analysis of genomic sequences Authors: Lorenzo-Ginori, J. V. et al., 2009 Cited: 50 times Link: https://www.ingentaconnect.com/content/ben/cbio/2009/00000004/00000001/art00004
Early Disease Detection and Prevention
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3D User interfaces
Most cited paper
Title: DeepRank: a deep learning framework for data mining 3D protein-protein interfaces Authors: N. Renaud et al., 2021 Cited: 28 times Link: https://dx.doi.org/10.1038/s41467-021-27396-0
Outlier/Novelty Detection
Title: Machine learning based outlier detection for medical data Author: R. Vijaya Kumar Reddy et al., 2022 Cited: 1 time Link: https://dx.doi.org/10.11591/ijeecs.v24.i1.pp564-569
Most cited papers
Title: Generative Adversarial Active Learning for Unsupervised Outlier Detection Author: Yezheng Liu et al., 2018 Cited: 193 times Link: https://dx.doi.org/10.1109/TKDE.2019.2905606
Title: A Novel Unsupervised Machine Learning-Based Method for Chatter Detection in the Milling of Thin-Walled Parts Author: Runqiong Wang et al., 2021 Cited: 16 times Link: https://dx.doi.org/10.3390/s21175779
Title: Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques Author: Miel Verkerken et al., 2021 Cited: 27 times Link: https://dx.doi.org/10.1007/s10922-021-09615-7
Title: A clustering approach for structural health monitoring on bridges Author: Alberto Díez et al., 2016 Cited: 101 times Link: https://dx.doi.org/10.1007/S13349-016-0160-0
Robotic Motion analysis
Most cited paper
Title: Sampling-based Motion Planning for Robotic Information Gathering Author: G. Hollinger, G. Sukhatme, 2013 Cited: 92 times Link: https://dx.doi.org/10.15607/RSS.2013.IX.051
Digital Signal Processing Algorithms
Most cited paper
Title: Digital Audio Signal Processing Authors: U. Zoelzer, et al., 2008 Cited: 139 times Link: https://dx.doi.org/10.1002/9780470680018
Malware Analysis and Reverse Engineering
Most cited paper
Title: On the Reverse Engineering of the Citadel Botnet Author: Ashkan Rahimian et al., 2014 Cited: 39 times Link: https://dx.doi.org/10.1007/978-3-319-05302-8_25
Gesture-based interaction
Most cited paper
Title: Grasp-Shell vs gesture-speech: A comparison of direct and indirect natural interaction techniques in augmented reality Authors: Thammathip Piumsomboon et al., 2014 Cited: 74 times Link: https://dx.doi.org/10.1109/ISMAR.2014.6948411
Robotic Learning models
Most cited paper
Title: Image Segmentation Using Deep Learning: A Survey Author: Shervin Minaee et al., 2020 Cited: 1190 times Link: https://dx.doi.org/10.1109/TPAMI.2021.3059968
Mobile interaction design
Most cited paper
Title: The human-computer interaction handbook: fundamentals, evolving technologies and emerging applications Authors: J. Jacko et al., 2006 Cited: 1423 times Link: https://dx.doi.org/10.5860/choice.40-4648
Title: Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos Author: Oscar Koller et al., 2020 Cited: 174 times Link: https://dx.doi.org/10.1109/TPAMI.2019.2911077
Pattern Recognition
Most cited papers
Title: Label-free classification of cells based on supervised machine learning of subcellular structures Author: Yusuke Ozaki et al., 2019 Cited: 29 times Link: https://dx.doi.org/10.1371/journal.pone.0211347
Title: SimMatch: Semi-supervised Learning with Similarity Matching Author: Mingkai Zheng et al., 2022 Cited: 36 times Link: https://dx.doi.org/10.1109/CVPR52688.2022.01407
Title: Semi-supervised machine learning approaches for predicting the chronology of archaeological sites: A case study of temples from medieval Angkor, Cambodia Author: S. Klassen et al., 2018 Cited: 18 times Link: https://dx.doi.org/10.1371/journal.pone.0205649
Title: Quantum Machine Learning Author: Ievgeniia Oshurko, 2020 Cited: 1117 times Link: https://dx.doi.org/10.1142/9781786348210_0010
NLP in Clinical Documentation
Most cited paper
Title: Natural language processing-driven state machines to extract social factors from unstructured clinical documentation. Authors: Allen, K. S. et al., 2023 Cited: 2 times Link: https://academic.oup.com/jamiaopen/article/6/2/ooad024/7128296
Information Visualization
Most cited paper
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Progressive Graph Algorithms
Most cited paper
Title: Multiple sequence alignment using partial order graphs Author: Christopher J. Lee, C. Grasso, M. Sharlow, 2002 Cited: 887 times Link: https://dx.doi.org/10.1093/bioinformatics/18.3.452
Reinforcement Learning
Title: Drone Deep Reinforcement Learning: A Review Author: A. Azar et al., 2021 Cited: 65 times Link: https://dx.doi.org/10.3390/ELECTRONICS10090999
Most cited papers
Title: Reinforcement Learning for Hyperparameter Tuning in Deep Learning-based Side-channel Analysis Author: Jorai Rijsdijk et al., 2021 Cited: 61 times Link: https://dx.doi.org/10.46586/tches.v2021.i3.677-707
Title: A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play Author: David Silver et al., 2018 Cited: 2372 times Link: https://dx.doi.org/10.1126/science.aar6404
Title: Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges Author: Xin Chen et al., 2021 Cited: 55 times Link: https://dx.doi.org/10.1109/TSG.2022.3154718
Title: A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling Author: H. Arabnejad et al., 2017 Cited: 101 times Link: https://dx.doi.org/10.1109/CCGRID.2017.15
Title: Vaxign-ML: supervised machine learning reverse vaccinology model for improved prediction of bacterial protective antigens Author: Edison Ong et al., 2020 Cited: 51 times Link: https://dx.doi.org/10.1093/bioinformatics/btaa119
Classification
Most cited papers
Title: Ensemble machine learning approach for classification of IoT devices in smart home Author: I. Cvitić et al., 2021 Cited: 79 times Link: https://dx.doi.org/10.1007/s13042-020-01241-0
Title: Supervised Machine Learning Based Multi-Task Artificial Intelligence Classification of Retinopathies Author: Minha Alam et al., 2019 Cited: 43 times Link: https://dx.doi.org/10.3390/jcm8060872
Title: A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers Author: C. Ieracitano et al., 2021 Cited: 36 times Link: https://dx.doi.org/10.1109/JAS.2020.1003387
Title: Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction Author: Taher M. Ghazal et al., 2022 Cited: 47 times Link: https://dx.doi.org/10.1155/2022/1051388
Network Threats and Defense Mechanisms
Most cited paper
Title: Software-defined Networking-based DDoS Defense Mechanisms Author: Rochak Swami et al., 2019 Cited: 73 times Link: https://dx.doi.org/10.1145/3301614
Unsupervised Clustering and Image Analysis
Most cited paper
Title: Going Deep in Medical Image Analysis: Concepts, Methods, Challenges, and Future Directions Author: F. Altaf et al., 2019 Cited: 135 times Link: https://dx.doi.org/10.1109/ACCESS.2019.2929365
Market Basket Analysis
Most cited paper
Title: Market basket analysis using apriori algorithm to find consumer patterns in buying goods through transaction data (case study of Mizan computer retail stores) Author: M. Qisman et al., 2021 Cited: 7 times Link: https://dx.doi.org/10.1088/1742-6596/1722/1/012020
Dimensionality Reduction
Title: A combination of supervised dimensionality reduction and learning methods to forecast solar radiation Author: Esteban García-Cuesta et al., 2022 Cited: 1 time Link: https://dx.doi.org/10.1007/s10489-022-04175-y
Most cited papers
Title: Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry Author: N. Verbeeck et al., 2019 Cited: 99 times Link: https://dx.doi.org/10.1002/mas.21602
Title: Unsupervised Machine Learning of Quantum Phase Transitions Using Diffusion Maps Author: Alexander Lidiak et al., 2020 Cited: 30 times Link: https://dx.doi.org/10.1103/physrevlett.125.225701
Title: Unsupervised machine learning in atomistic simulations, between predictions and understanding Author: M. Ceriotti, 2019 Cited: 97 times Link: https://dx.doi.org/10.1063/1.5091842
Title: Topological quantum phase transitions retrieved through unsupervised machine learning Author: Yanming Che et al., 2020 Cited: 34 times Link: https://dx.doi.org/10.1103/physrevb.102.134213
Pattern Recognition
Title: Methodology for the Design of a Student Pattern Recognition Tool to Facilitate the Teaching - Learning Process Through Knowledge Data Discovery (Big Data) Author: A. Viloria et al., 2018 Cited: 70 times Link: https://dx.doi.org/10.1007/978-3-319-93803-5_63
Most cited papers
Title: EMG Pattern Recognition in the Era of Big Data and Deep Learning Author: A. Phinyomark et al., 2018 Cited: 137 times Link: https://dx.doi.org/10.3390/BDCC2030021
Title: Machine learning techniques for state recognition and auto-tuning in quantum dots Author: Sandesh S. Kalantre et al., 2017 Cited: 61 times Link: https://dx.doi.org/10.1038/s41534-018-0118-7
Title: Iris recognition through machine learning techniques: A survey Author: M. De Marsico et al., 2016 Cited: 105 times Link: https://dx.doi.org/10.1016/j.patrec.2016.02.001
Title: Pattern recognition techniques for Boson Sampling validation Author: Iris Agresti et al., 2017 Cited: 50 times Link: https://dx.doi.org/10.1103/PHYSREVX.9.011013
P vs NP Discussion
Most cited paper
Title: Deep Learning Analysis of Upright-Supine High-Efficiency SPECT Myocardial Perfusion Imaging for Prediction of Obstructive Coronary Artery Disease: A Multicenter Study Author: J. Betancur et al., 2018 Cited: 103 times Link: https://dx.doi.org/10.2967/jnumed.118.213538
Ethics in Decision Support Systems
Title: Primer on an ethics of AI-based decision support systems in the clinic Authors: Braun, M., Hummel, et al., 2023 Cited: 94 times Link: https://jme.bmj.com/content/47/12/e3.abstract