Thippa Reddy Gadekallu
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Computational Linguistics
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Computer Science
Thippa Reddy Gadekallu's Degrees
- PhD Computer Science University of California, Berkeley
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science Stanford University
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(Suggest an Edit or Addition)Thippa Reddy Gadekallu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Analysis of Dimensionality Reduction Techniques on Big Data (2020) (314)
- Industry 5.0: A survey on enabling technologies and potential applications (2021) (268)
- Hybrid genetic algorithm and a fuzzy logic classifier for heart disease diagnosis (2019) (239)
- Deep learning and medical image processing for coronavirus (COVID-19) pandemic: A survey (2020) (238)
- A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU (2020) (194)
- An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture (2020) (186)
- Early Detection of Diabetic Retinopathy Using PCA-Firefly Based Deep Learning Model (2020) (171)
- A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU (2020) (167)
- A Survey on Blockchain for Big Data: Approaches, Opportunities, and Future Directions (2020) (142)
- A metaheuristic optimization approach for energy efficiency in the IoT networks (2020) (142)
- An ensemble machine learning approach through effective feature extraction to classify fake news (2021) (140)
- Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges (2020) (131)
- Deep neural networks to predict diabetic retinopathy (2020) (128)
- Blockchain-Based Reliable and Efficient Certificateless Signature for IIoT Devices (2021) (109)
- Applications of Wireless Sensor Networks and Internet of Things Frameworks in the Industry Revolution 4.0: A Systematic Literature Review (2022) (100)
- Hand gesture classification using a novel CNN-crow search algorithm (2021) (99)
- A review on classification of imbalanced data for wireless sensor networks (2020) (96)
- A Multidirectional LSTM Model for Predicting the Stability of a Smart Grid (2020) (93)
- PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart Cities (2021) (86)
- A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks (2020) (86)
- Load balancing of energy cloud using wind driven and firefly algorithms in internet of everything (2020) (81)
- An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier (2020) (79)
- KeySplitWatermark: Zero Watermarking Algorithm for Software Protection Against Cyber-Attacks (2020) (77)
- Green communication in IoT networks using a hybrid optimization algorithm (2020) (75)
- Blockchain for the Metaverse: A Review (2022) (74)
- Security and privacy of UAV data using blockchain technology (2020) (71)
- Blockchain and PUF-Based Lightweight Authentication Protocol for Wireless Medical Sensor Networks (2022) (69)
- An Efficient System for Heart Disease Prediction Using Hybrid OFBAT with Rule-Based Fuzzy Logic Model (2017) (68)
- SP2F: A secured privacy-preserving framework for smart agricultural Unmanned Aerial Vehicles (2021) (68)
- An Ensemble based Machine Learning model for Diabetic Retinopathy Classification (2020) (67)
- Fusion of Federated Learning and Industrial Internet of Things: A Survey (2021) (64)
- Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions (2022) (63)
- A deep neural networks based model for uninterrupted marine environment monitoring (2020) (63)
- BCD-WERT: a novel approach for breast cancer detection using whale optimization based efficient features and extremely randomized tree algorithm (2021) (61)
- Senti‐eSystem: A sentiment‐based eSystem‐using hybridized fuzzy and deep neural network for measuring customer satisfaction (2020) (57)
- A review on deep learning for future smart cities (2020) (56)
- On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT (2021) (55)
- Cuckoo Search Optimized Reduction and Fuzzy Logic Classifier for Heart Disease and Diabetes Prediction (2017) (51)
- Optimal 5G network slicing using machine learning and deep learning concepts (2021) (51)
- Antlion re-sampling based deep neural network model for classification of imbalanced multimodal stroke dataset (2020) (50)
- Cross corpus multi-lingual speech emotion recognition using ensemble learning (2021) (50)
- Computational System to Classify Cyber Crime Offenses using Machine Learning (2020) (44)
- Identification of malnutrition and prediction of BMI from facial images using real-time image processing and machine learning (2021) (44)
- Heart disease classification system using optimised fuzzy rule based algorithm (2018) (43)
- Penetration testing framework for smart contract Blockchain (2020) (41)
- Providing diagnosis on diabetes using cloud computing environment to the people living in rural areas of India (2021) (41)
- A Privacy-Enhanced Retrieval Technology for the Cloud-Assisted Internet of Things (2022) (38)
- Blockchain for Edge of Things: Applications, Opportunities, and Challenges (2021) (36)
- Fault-Resilience for Bandwidth Management in Industrial Software-Defined Networks (2021) (36)
- DARE-SEP: A Hybrid Approach of Distance Aware Residual Energy-Efficient SEP for WSN (2021) (36)
- Probabilistic Deep Q Network for real-time path planning in censorious robotic procedures using force sensors (2021) (35)
- A Two-stage Text Feature Selection Algorithm for Improving Text Classification (2021) (35)
- FFBAT-Optimized Rule Based Fuzzy Logic Classifier for Diabetes (2016) (35)
- A Heuristic Angular Clustering Framework for Secured Statistical Data Aggregation in Sensor Networks (2020) (34)
- FL-PMI: Federated Learning-Based Person Movement Identification through Wearable Devices in Smart Healthcare Systems (2022) (34)
- Secure-Enhanced Federated Learning for AI-Empowered Electric Vehicle Energy Prediction (2023) (34)
- Storage and Proximity Management for Centralized Personal Health Records Using an IPFS-Based Optimization Algorithm (2021) (33)
- A secured distributed detection system based on IPFS and blockchain for industrial image and video data security (2021) (32)
- Sparse Bayesian learning based channel estimation in FBMC/OQAM industrial IoT networks (2021) (30)
- A novel unsupervised ensemble framework using concept-based linguistic methods and machine learning for twitter sentiment analysis (2022) (30)
- Integration of Blockchain Technology and Federated Learning in Vehicular (IoT) Networks: A Comprehensive Survey (2022) (29)
- Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions (2021) (29)
- ETERS: A comprehensive energy aware trust-based efficient routing scheme for adversarial WSNs (2021) (28)
- EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme (2022) (28)
- Multiclass Model for Agriculture Development Using Multivariate Statistical Method (2020) (27)
- Mobile Collaborative Secrecy Performance Prediction for Artificial IoT Networks (2022) (27)
- Comparative analysis of machine learning algorithms for prediction of smart grid stability † (2020) (26)
- Computer Vision and Recognition Systems (2022) (26)
- Toward Blockchain for Edge-of-Things: A New Paradigm, Opportunities, and Future Directions (2021) (25)
- Roughsets-based Approach for Predicting Battery Life in IoT (2021) (24)
- DOA tracking for seamless connectivity in beamformed IoT-based drones (2022) (24)
- Blockchain-Based Attack Detection on Machine Learning Algorithms for IoT-Based e-Health Applications (2020) (23)
- Situation-Aware BDI Reasoning to Detect Early Symptoms of Covid 19 Using Smartwatch (2023) (23)
- Hash-Based Deep Learning Approach for Remote Sensing Satellite Imagery Detection (2022) (23)
- Classification and Categorization of COVID-19 Outbreak in Pakistan (2021) (23)
- An Incentive Based Approach for COVID-19 planning using Blockchain Technology (2020) (22)
- EMPLOYING DATA MINING ON HIGHLY SECURED PRIVATE CLOUDS FOR IMPLEMENTING A SECURITY-AS- A-SERVICE FRAMEWORK (2014) (22)
- A survey on Zero touch network and Service Management (ZSM) for 5G and beyond networks (2022) (21)
- Risk monitoring strategy for confidentiality of healthcare information (2022) (21)
- Hand gesture recognition based on a Harris Hawks optimized Convolution Neural Network (2022) (20)
- Explainable AI for B5G/6G: Technical Aspects, Use Cases, and Research Challenges (2021) (19)
- Genetically Optimized Prediction of Remaining Useful Life (2021) (19)
- Security in Next Generation Mobile Payment Systems: A Comprehensive Survey (2021) (19)
- Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions (2022) (19)
- A Novel Approach for Home Surveillance System Using IoT Adaptive Security (2019) (18)
- An Efficient Attribute Reduction and Fuzzy Logic Classifier for Heart Disease and Diabetes Prediction (2018) (18)
- Evolution of Industry and Blockchain Era: Monitoring Price Hike and Corruption Using BIoT for Smart Government and Industry 4.0 (2022) (18)
- Application of Sentiment Analysis in Movie reviews (2019) (17)
- A Comprehensive Survey on Computer Forensics: State-of-the-art, Tools, Techniques, Challenges, and Future Directions (2022) (17)
- Robust Attack Detection Approach for IIoT Using Ensemble Classifier (2021) (17)
- A drone-based data management and optimization using metaheuristic algorithms and blockchain smart contracts in a secure fog environment (2022) (17)
- Location Based Business Recommendation Using Spatial Demand (2020) (16)
- Bio-Imaging-Based Machine Learning Algorithm for Breast Cancer Detection (2022) (16)
- XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions (2022) (15)
- Autonomous Vehicles in 5G and Beyond: A Survey (2022) (15)
- Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated Learning (2021) (15)
- An ensemble model for intrusion detection in the Internet of Softwarized Things (2020) (15)
- A survey on COVID-19 impact in the healthcare domain: worldwide market implementation, applications, security and privacy issues, challenges and future prospects (2022) (15)
- Context Aware Emotion Detection from Low Resource Urdu Language using Deep Neural Network (2022) (15)
- A Review on Security and Privacy of Internet of Medical Things (2020) (15)
- A Review on Cyber Crimes on the Internet of Things (2020) (14)
- Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions (2021) (14)
- Energy Optimization for Green Communication in IoT Using Harris Hawks Optimization (2022) (14)
- Vehicle Theft Identification and Intimation Using GSM & IOT (2017) (14)
- Recent advances in Blockchain Technology: A survey on Applications and Challenges (2020) (14)
- A comprehensive survey on digital video forensics: Taxonomy, challenges, and future directions (2021) (14)
- InfusedHeart: A Novel Knowledge-Infused Learning Framework for Diagnosis of Cardiovascular Events (2022) (14)
- Driver Identification Using Optimized Deep Learning Model in Smart Transportation (2022) (14)
- Digital Twins for Healthcare 4.0 - Recent Advances, Architecture, and Open Challenges (2022) (13)
- An Incentive Based Approach for COVID-19 using Blockchain Technology (2020) (13)
- Firefly-Based Maintainability Prediction for Enhancing Quality of Software (2021) (13)
- A Sequential Machine Learning-cum-Attention Mechanism for Effective Segmentation of Brain Tumor (2022) (13)
- Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning (2021) (13)
- Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey (2021) (12)
- A Framework for Prediction and Storage of Battery Life in IoT Devices using DNN and Blockchain (2020) (12)
- A peer-to-peer blockchain based interconnected power system (2021) (12)
- A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis (2022) (12)
- A Novel Model Based on Window-Pass Preferences for Data Emergency Aware Scheduling in Computer Networks (2022) (12)
- Pilot Decontamination Using Asynchronous Fractional Pilot Scheduling in Massive MIMO Systems (2020) (12)
- A Blockchain Based Cloud Integrated IoT Architecture Using a Hybrid Design (2020) (12)
- A Machine Learning Driven Threat Intelligence System for Malicious URL Detection (2021) (11)
- Privacy Preserving Multi-Party Key Exchange Protocol for Wireless Mesh Networks (2022) (11)
- Ultra Super Fast Authentication Protocol for Electric Vehicle Charging Using Extended Chaotic Maps (2022) (11)
- Harris Hawk Optimization: A Survey onVariants and Applications (2022) (11)
- Tuning the SQL Query in order to Reduce Time Consumption (2012) (11)
- Risk Prediction to Examine Health Status with Real and Synthetic Datasets (2017) (11)
- Early Prediction of Lung Cancers Using Deep Saliency Capsule and Pre-Trained Deep Learning Frameworks (2022) (11)
- Resource Search Method of Mobile Intelligent Education System Based on Distributed Hash Table (2022) (10)
- A Blockchain-Based Credibility Scoring Framework for Electronic Medical Records (2020) (10)
- Fake Review Classification Using Supervised Machine Learning (2020) (10)
- Authorship identification using ensemble learning (2022) (10)
- A Novel Grid and Place Neuron’s Computational Modeling to Learn Spatial Semantics of an Environment (2020) (10)
- Malicious URL Detection using Logistic Regression (2021) (10)
- Secure routing for LEO satellite network survivability (2022) (10)
- Temporal Weighted Averaging for Asynchronous Federated Intrusion Detection Systems (2021) (10)
- Incentive techniques for the Internet of Things: A survey (2022) (9)
- Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture (2022) (9)
- Propagation of Fake News on Social Media: Challenges and Opportunities (2020) (9)
- ECDSA-Based Water Bodies Prediction from Satellite Images with UNet (2022) (9)
- Latency Evaluation of SDFGs on Heterogeneous Processors Using Timed Automata (2020) (9)
- Catalysis of neural activation functions: Adaptive feed-forward training for big data applications (2022) (9)
- Capability and Robustness of Novel Hybridized Artificial Intelligence Technique for Sediment Yield Modeling in Godavari River, India (2022) (9)
- Securing Multimedia Using a Deep Learning Based Chaotic Logistic Map (2022) (9)
- The Adoption of ICT Powered Healthcare Technologies towards Managing Global Pandemics (2020) (8)
- Mixed Game-Based AoI Optimization for Combating COVID-19 With AI Bots (2022) (8)
- Incentive Mechanisms for Smart Grid: State of the Art, Challenges, Open Issues, Future Directions (2022) (8)
- Genetic Clustered Federated Learning for COVID-19 Detection (2022) (8)
- Hypertuned Deep Convolutional Neural Network for Sign Language Recognition (2022) (8)
- Privacy of Web Browsers: A Challenge in Digital Forensics (2022) (7)
- An enhanced algorithm for frequent pattern mining frombiological sequences (2016) (7)
- Security and detection mechanism in IoT-based cloud computing using hybrid approach (2021) (7)
- Construction of Sports Safety Information Mining Platform Based on Multimedia Data Sharing Technology (2022) (6)
- Location Recommendation Based on Mobility Graph With Individual and Group Influences (2022) (6)
- Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System (2022) (6)
- A Novel Deep Auto-Encoder Based Linguistics Clustering Model for Social Text (2022) (6)
- AoI Optimization for UAV-aided MEC Networks under Channel Access Attacks: A Game Theoretic Viewpoint (2022) (5)
- Optimal resource scheduling algorithm for cell boundaries users in heterogenous 5G networks (2022) (5)
- Smart contract token-based privacy-preserving access control system for industrial Internet of Things (2022) (5)
- Tear film breakup time-based dry eye disease detection using convolutional neural network (2022) (5)
- Curve-Aware Model Predictive Control (C-MPC) Trajectory Tracking for Automated Guided Vehicle (AGV) over On-Road, In-Door, and Agricultural-Land (2022) (5)
- Design of resource matching model of intelligent education system based on machine learning (2018) (5)
- Email Classification and Forensics Analysis using Machine Learning (2021) (5)
- Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities (2022) (5)
- A Study of the Impacts of Air Pollution on the Agricultural Community and Yield Crops (Indian Context) (2022) (5)
- Heart rate and blood pressure measurement based on photoplethysmogram signal using fast Fourier transform (2022) (4)
- Application of Data Mining Techniques in Weather Forecasting (2019) (4)
- A multiple criteria decision analysis based approach to remove uncertainty in SMP models (2022) (4)
- Innovative classification, regression model for predicting various diseases (2021) (4)
- Feature selection analysis for multimedia event detection (2017) (4)
- A Survey of Explainable Artificial Intelligence for Smart Cities (2023) (3)
- Design of telemedicine information query system based on wireless sensor network (2022) (3)
- A Deep Multimodal Adversarial Cycle-Consistent Network for Smart Enterprise System (2023) (3)
- Guest Editorial Special Issue on Green Communication and Networking for Connected and Autonomous Vehicles (2022) (3)
- Blockchain for Internet of Underwater Things: State-of-the-Art, Applications, Challenges, and Future Directions (2022) (3)
- Blockchain-based cyber physical systems: Comprehensive model for challenge assessment (2022) (3)
- Performance Evaluation of SeisTutor Using Cognitive Intelligence‐Based “Kirkpatrick Model” (2022) (2)
- Circumventing Google Play vetting policies: a stealthy cyberattack that uses incremental updates to breach privacy (2023) (2)
- Agribot (2020) (2)
- Guest Editorial: Security and Privacy Issues in Industry 4.0 Applications (2022) (2)
- Covert communication for cooperative NOMA with two phases detection (2022) (2)
- A provably secure key transfer protocol for the fog-enabled Social Internet of Vehicles based on a confidential computing environment (2022) (2)
- Real-Time 3D Object Detection and Classification in Autonomous Driving Environment Using 3D LiDAR and Camera Sensors (2022) (2)
- A Review on Classification of Diabetes using Fuzzy Logic and Optimization Technique (2017) (2)
- Research on a Mobile Prediction Platform for Dynamic Changes in Athletic Performance Based on Screening Factors (2022) (1)
- A Systematic Literature Review of Soft Computing Techniques for Software Maintainability Prediction: State-of-the-Art, Challenges and Future Directions (2022) (1)
- Federated learning for smart cities: A comprehensive survey (2023) (1)
- Distributed-Ledger-Based Blockchain Technology for Reliable Electronic Voting System with Statistical Analysis (2022) (1)
- Earthquake Analysis: Visualizing Seismic Data with Python (2018) (1)
- Security Framework for Internet-of-Things-Based Software-Defined Networks Using Blockchain (2023) (1)
- Blockchain Based Secure Communication for IoT Devices in Smart Cities (2022) (1)
- Load balancing and service discovery using Docker Swarm for microservice based big data applications (2023) (1)
- An Ensemble Learning Approach for Reversible Data Hiding in Encrypted Images with Fibonacci Transform (2023) (1)
- RSSI Map-Based Trajectory Design for UGV Against Malicious Radio Source: A Reinforcement Learning Approach (2023) (1)
- Guest Editorial Federated Learning for Privacy Preservation of Healthcare Data in Internet of Medical Things and Patient Monitoring (2023) (1)
- A Survey on Soft Computing Techniques for Federated Learning- Applications, Challenges and Future Directions (2023) (1)
- An AI-based intelligent system for healthcare analysis using Ridge-Adaline Stochastic Gradient Descent Classifier (2020) (1)
- Particle Swarm-Based Federated Learning Approach for Early Detection of Forest Fires (2023) (1)
- Sonar glass—Artificial vision (2023) (1)
- XAI for Maintainability Prediction of Software-Defined Networks (2023) (1)
- COUNTERSAVIOR: AIoMT and IIoT-Enabled Adaptive Virus Outbreak Discovery Framework for Healthcare Informatics (2023) (1)
- Blockchain for Software Maintainability in Healthcare (2023) (1)
- A Vision Transformer Approach for Traffic Congestion Prediction in Urban Areas (2023) (1)
- Federated Learning Approach for Early Detection of Chest Lesion Caused by COVID-19 Infection Using Particle Swarm Optimization (2023) (1)
- Need of 6G for the Metaverse Realization (2022) (1)
- HEART DISEASE PREDICTION USING RULE BASED FUZZY LOGIC 1 (2016) (0)
- Providing diagnosis on diabetes using cloud computing environment to the people living in rural areas of India (2021) (0)
- Filter-Based Ensemble Feature Selection and Deep Learning Model for Intrusion Detection in Cloud Computing (2023) (0)
- Botnet Attack Intrusion Detection In IoT Enabled Automated Guided Vehicles (2022) (0)
- TAKEN: A Traffic Knowledge-Based Navigation System for Connected and Autonomous Vehicles (2023) (0)
- Post-stroke rehabilitation optimization & recommendation framework using tele-robotic ecosystem: Industry 4.0 readiness approach (2023) (0)
- Connotation of Unconventional Drones for Agricultural Applications with Node Arrangements Using Neural Networks (2022) (0)
- A Novel Data Poisoning Attack in Federated Learning based on Inverted Loss Function (2023) (0)
- An edge communication based probabilistic caching for transient content distribution in vehicular networks (2023) (0)
- Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges (2021) (0)
- A novel PCA–whale optimization-based deep neural network model for classification of tomato plant diseases using GPU (2020) (0)
- Preserving Privacy of Classified Authentic Satellite Lane Imagery Using Proxy Re-Encryption and UAV Technologies (2023) (0)
- Digital interference signal filtering on laser interface for optical fiber communication (2022) (0)
- A Comprehensive Survey on Federated Learning Techniques for Healthcare Informatics (2023) (0)
- Federated Learning for IoUT: Concepts, Applications, Challenges and Future Directions (2022) (0)
- A QoS-Aware Software Defined Mobility Architecture for Named Data Networking (2022) (0)
- GRTR: Gradient Rebalanced Traffic Sign Recognition for Autonomous Vehicles (2023) (0)
- Correction to: A survey on COVID-19 impact in the healthcare domain: worldwide market implementation, applications, security and privacy issues, challenges and future prospects (2022) (0)
- Two‐phase classification: ANN and A‐SVM classifiers on motor imagery BCI (2022) (0)
- SBMYv3 : Improved MobYOLOv3 a BAM attention‐based approach for obscene image and video detection (2023) (0)
- A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions (2023) (0)
- Privacy-Preserving Federated Learning for Pneumonia Diagnosis (2022) (0)
- A review on soft computing approaches for predicting maintainability of software: State‐of‐the‐art, technical challenges, and future directions (2023) (0)
- Preface to the Special Issue on Privacy and Security for Internet of Things (2022) (0)
- Hybrid genetic algorithm and a fuzzy logic classifier for heart disease diagnosis (2019) (0)
- Vision Transformers, Ensemble Model, and Transfer Learning Leveraging Explainable AI for Brain Tumor Detection and Classification. (2023) (0)
- Authorship identification using ensemble learning (2022) (0)
- From Beginning to BEGANing: Role of Adversarial Learning in Reshaping Generative Models (2022) (0)
- Non-Gaussian Traffic Modeling for Multicore Architecture Using Wavelet Based Rosenblatt Process (2023) (0)
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What Schools Are Affiliated With Thippa Reddy Gadekallu?
Thippa Reddy Gadekallu is affiliated with the following schools:
