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FINAL YEAR PROJECT LIST
Data Alcott Systems
No 63/16,First Floor,Jeenis Road,Saidapet chennai-600015 Opposite: Saidapet Railway Station, Next SBI Bank
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Deliverable
❖ Source Code
❖ Base Paper
❖ Documents & PPT
❖ 100% Execution Support
❖ The papers taken here are only reference, The implementation may or may not be with same algorithms
CONTACT 9600095046 (Whatsapp)
dataalcott@
PYTHON / MACHINE LEARNING/ ARTIFICIAL INTELLIGENCE PROJECT TOPICS
(IEEE JOURNAL AND OTHER JOURNALS)
DATA SCIENCE WITH MACHINE LEARNING
1. An Evolutionary SVM Model for DDOS Attack Detection in Software Defined Networks - IEEE Access July 2020
2. Multi-Task Learning Model Based on Multi-Sale CNN and LSTM for Sentiment Classification - IEEE Access April 2020
3. Privacy Protection in Interactive Content Based Image Retrieval - IEEE Dependable Secure computing
4. Kalman Prediction-Based Neighbor Discovery and Its Effect on Routing Protocol in Vehicular Ad Hoc Networks - IEEE Intelligent Transportation Systems
5. COVID-19 Future Forecasting Using Supervised Machine Learning Models - IEEE Access June 2020
6. Quantitative Determination of Optimal Harvest Time by Surface Color Analysis of Tree Fruits - 2020 IEEE 2nd Global Conference on Life Sciences and Technologies
7. Air Quality Prediction Using Improved PSO-BP Neural Network - IEEE Jun 2020
8. Heart Disease Identification Method Using Machine Learning Classification in E-Healthcare - IEEE Access Jun 2020
9. Prediction accuracy improvement for Bitcoin market prices based on symmetric volatility information using artificial neural network approach - Jan 2020
10. Study and analysis of unreliable news based on content acquired using ensemble learning - Int J Syst Assur Eng Manag, Jun 2020
11. Dynamic knowledge graph based fake-review detection- Applied Intelligence, 2020
12. Deep Learning Based Fusion Approach for Hate Speech Detection - IEEE Access Jul 2020
13. An Empirical Evaluation of Machine Learning Techniques for Chronic Kidney Disease Prophecy- IEEE Access, Mar 2020
14. Length-of-Stay Prediction for Pediatric Patients with Respiratory Diseases Using Decision Tree Methods- IEEE Journal Of Biomedical And Health Informatics, 2020
15. Automated SMS Classification and Spam Analysis using Topic Modeling - International Conference on Data, Engineering and Applications (IDEA) Aug 2020
16. Exploiting Deeply Supervised Inception Networks for Automatically Detecting Traffic Congestion on Freeway in China Using Ultra-Low Frame Rate Videos- IEEE Access, Special Section On Artificial Intelligence (Ai)-Empowered Intelligent Transportation Systems, Feb 2020
17. Particle Swarm Optimization-Based Feature Weighting for Improving Intelligent Phishing Website Detection- IEEE access, Jul 2020
18. Bus Arrival Time Prediction: A Spatial Kalman Filter Approach - IEEE Transactions On Intelligent Transportation Systems, 2020
19. Automated detection of helmet on motorcyclists from traffic surveillance videos: a comparative analysis using hand-crafted features and CNN - Multimedia Tools and Applications, 2020
20. Diagnostic Efficiency of the Breast Ultrasound Computer-Aided Prediction Model Based on Convolutional Neural Network in Breast Cancer - Journal of Digital Imaging, 2020
21. EAFIM: efficient apriori-based frequent itemset mining algorithm on Spark for big transactional data - Knowledge and Information Systems, Mar 2020
22. Intelligent SDN Traffic Classification Using Deep Learning: Deep-SDN- International Conference on Computer Communication and the Internet, 2020
23. Voice Based E-mail System for Visually Impaired- International Journal of Research in Engineering, Science and Management, 2020
24. LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine - Neural Computing and Applications, Jun 2020
25. Realizing a Stacking Generalization Model to Improve the Prediction Accuracy of Major Depressive Disorder in Adults- IEEE Access, Mar 2020
26. Context Deep Neural Network Model for Predicting Depression Risk Using Multiple Regression- IEEE Access, Special Section On Machine Learning Designs, Implementations And Techniques, Jan 2020
BLOCKCHAIN
27. Cooperative Computing in Integrated Blockchain-Based Internet of Things- IEEE Internet Of Things Journal, Mar 2020
28. A Blockchain-Based P2P Transaction Method and Sensitive Data Encoding for E-Commerce Transactions - IEEE Consumer Electronic Magazine 2020
29. Towards a Trust-Enhanced Blockchain P2P Topology for Enabling Fast and Reliable Broadcast - IEEE Transactions On Network And Service Management, June 2020
30. A Blockchain-Based Trusted Data Management Scheme in Edge Computing, IEEE Transactions On Industrial Informatics, Mar 2020
DATA MINING
31. T-PCCE: Twitter Personality based Communicative Communities Extraction System for Big Data- IEEE Transactions On Knowledge And Data Engineering, Aug 2020
32. Citywide Bike Usage Prediction in a Bike-Sharing System- IEEE Transactions On Knowledge And Data Engineering, Jun 2020
BIG DATA
33. Differential Privacy Preserving of Training Model in Wireless Big Data with Edge Computing - IEEE Transactions On Big Data, Apr 2020
34. Medical Health Big Data Classification Based on KNN Classification Algorithm- IEEE Access, Special Section On Data-Enabled Intelligence For Digital Health, 2020
35. Improved Feature Selection Model for Big Data Analytics - IEEE Access, April 2020
36. TRADING: TRaffic Aware Data offloadING for Big Data enabled Intelligent Transportation System- IEEE Transactions On Vehicular Technology, 2020
CLOUD COMPUTING
37. A Scalable Attribute-Based Access Control Scheme with Flexible Delegation cum Sharing of Access Privileges for Cloud Storage - IEEE Transactions On Cloud Computing, January-March 2020
38. Privacy-Preserving Cloud Establishment and Data Dissemination Scheme for Vehicular Cloud - IEEE Transactions On Dependable And Secure Computing, May/June 2020
39. Efficient Proofs of Retrievability with Public Verifiability for Dynamic Cloud Storage - IEEE Transactions On Cloud Computing, January-March 2020
40. Toward Practical Privacy-Preserving Frequent Itemset Mining on Encrypted Cloud Data - IEEE Transactions On Cloud Computing, January-March 2020
41. Attribute-Based Cloud Data Integrity Auditing for Secure Outsourced Storage - IEEE Transactions on Emerging Topics on Computing June 2020
42. Privacy Aware Data Deduplication for Side Channel in Cloud Storage - IEEE Transactions On Cloud Computing, Apr-Jun 2020
43. Efficient Ranked Multi-Keyword Retrieval With Privacy Protection for Multiple Data Owners in Cloud Computing - IEEE System Journal Jun 2020
44. Secure Data Query Framework for Cloud and Fog Computing - IEEE Transactions On Network And Service Management, Mar 2020
45. Towards Practical Privacy-Preserving Decision Tree Training and Evaluation in the Cloud - IEEE Transactions On Information Forensics And Security, 2020
46. Identity-Based Encryption Transformation for Flexible Sharing of Encrypted Data in Public Cloud - IEEE Transactions On Information Forensics And Security, 2020
47. Providing Task Allocation and Secure Deduplication for Mobile Crowdsensing via Fog Computing - IEEE Transactions On Dependable And Secure Computing, May/June 2020
Internet of Things (IoT)
48. Distributed Group Key Management for Event Notification Confidentiality Among Sensors - IEEE Transactions On Dependable And Secure Computing, Vol. 17, No. 3, May/June 2020
49. Content Caching in Industrial IoT: Security and Energy Considerations - IEEE Internet Of Things Journal, Jan 2020
50. Edge-Computing-Based Trustworthy Data Collection Model in the Internet of Things - IEEE Internet Of Things Journal, May 2020
51. TROVE: A Context-Awareness Trust Model for VANETs Using Reinforcement Learning - IEEE Internet Of Things Journal, Jul 2020
GRID COMPUTING
52. Two-Pass Privacy Preserving Authenticated Key Agreement Scheme for Smart Grid - IEEE System Journal, 2020
53. Secure and Lightweight Authentication Scheme for Smart Metering Infrastructure in Smart Grid - IEEE Transactions On Industrial Informatics, May 2020
NETWORK/ NETWORK SECURITY
54. A Novel Light-Weight Subjective Trust Inference Framework in MANETs - IEEE Transactions On Sustainable Computing, April-June 2020
55. Kalman Prediction-Based Neighbor Discovery and Its Effect on Routing Protocol in Vehicular Ad Hoc Networks - IEEE Transactions On Intelligent Transportation Systems, January 2020
56. Insider Attack Protection: Lightweight Password-Based Authentication Techniques Using ECC - IEEE Systems Journal, Jun 2020
57. Link Selection for Security-QoS Tradeoffs in Buffer-Aided Relaying Networks- IEEE Transactions On Information Forensics And Security, 2020
58. A Cross-Layer Trust Evaluation Protocol for Secured Routing in Communication Network of Smart Grid - IEEE Journal On Selected Areas In Communications, Jan 2020
59. Energy-Aware Relay Selection Improves Security-Reliability Tradeoff in Energy Harvesting Cooperative Cognitive Radio Systems - IEEE Transactions On Vehicular Technology, May 2020
60. WOATCA: A secure and energy aware scheme based on whale optimisation in clustered wireless sensor networks- IET Journal 2020
61. Task Scheduling for Mobile Edge Computing Using Genetic Algorithm and Conflict Graphs - IEEE Transactions On Vehicular Technology, Aug 2020
62. Energy efficient aggregation technique-base realisable secure aware routing protocol for wireless sensor network - IET Journal 2020
63. An energy‑efficient prediction model for data aggregation in sensor network - Journal of Ambient Intelligence and Humanized Computing, Feb 2020
64. EnsembleHMD: Accurate Hardware Malware Detectors with Specialized Ensemble Classifiers- IEEE Transactions on Dependable and Secure Computing, Early access, 2020
65. Distributed Group Key Management for Event Notification Confidentiality among Sensors - IEEE Secure And Dependable Computing
SOFTWARE DEFINED NETWORKING
66. Learning-Driven Detection and Mitigation of DDoS Attack in IoT via SDN-Cloud Architecture - IEEE Internet Of Things Journal, Apr 2020
67. NELLY: Flow Detection Using Incremental Learning at the Server Side of SDN-Based Data Centers - IEEE Transactions On Industrial Informatics, Feb 2020
68. DEEPGUARD: Efficient Anomaly Detection in SDN with Fine-grained Traffic Flow Monitoring - IEEE Transactions on Network and Service Management, 2020
69. Energy-Efficient End-to-End Security for Software Defined Vehicular Networks - IEEE Transactions on Industrial Informatics, 2020
70. RESDN: A Novel Metric and Method for Energy Efficient Routing in Software Defined Networks - IEEE Transactions On Network And Service Management, Jun 2020
71. A Collaborative Security Framework for Software-Defined Wireless Sensor Networks - IEEE Transactions On Information Forensics And Security, 2020
72. Detection and Mitigation of DoS Attacks in Software Defined Networks- IEEE/ACM Transactions On Networking, Jun 2020
73. SDN Candidate Selection in Hybrid IP/SDN Networks for Single Link Failure Protection- IEEE/ACM Transactions On Networking, Feb 2020
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