Msc in Computer Systems and Knowledge Engineering - Completed Thesis Works


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Thesis Title
Year of Completion
Supervisor

Some Recently Completed Thesis.

S.N Thesis Title Student Name Supervisor Name Date of Completion
1 SCALE INVARIANT FEATURE TRANSFORM(SIFT) ANALYSIS AND VISUAL QUALITY EVALUATION OF SUPER RESOLUTION IMAGE GENERATED BY GENERATIVE ADVERSARIAL NETWORK Suresh Pokharel Dr. Dibakar Raj Pant 2020-07-30
2 LEMMATIZATION FOR NEPALI TEXT BASED ON TRIE STRUCTURE Deepak Paudel Dr. Aman Shakya 2020-07-30
3 Uncertainty Estimation in Detecting Knee Abnormalities on MRI Pankaj Dhakal Prof. Dr. Shashidhar Ram Joshi 2020-07-30
4 Detection and Prevention from Black-hole attack on AODV Protocol in MANET Sujan Shrestha Dr. Surendra Shrestha 2020-07-30
5 Road Traffic Congestion Prediction in Nepal Based On GPS Data Suresh Mainali Prof. Dr. Subarna Shakya 2020-07-30
6 Sensor Network Anomalies Detection Model by Cascading Inverse Weight Clustering and C5.0 Decision Tree Pramod Kumar Chaudhary Dr. Arun Timilsina 2019-11-21
7 Rapid Earthquake Assessment from Satellite Imagery using Morphological Operators Saurav Lal Karn Dr. Sanjeeb Prasad Panday 2019-11-21
8 An assessment for predicting Stroke Patients using Bidirectional LSTM Ajaya Puri Prof. Dr. Shashidhar Ram Joshi 2019-11-21
9 Predicting Protein-Drug Interaction Using Protein Sequence Anup Adhikari Dr. Surendra Shrestha 2019-11-21
10 Improving Hierarchical Multi-Label News Classification Using RNN and HAN Pratik Sharma Dr. Aman Shakya 2019-11-21
11 Integrating Message Queuing Telemetry Transport (MQTT) with Kafka Connect for Processing IOT data Anila Kansakar Prof. Dr. Subarna Shakya 2019-11-21
12 Opinion Mining for the Detection of Hate Speech in Social Media Gajendra Acharya Prof. Dr. Subarna Shakya 2019-11-21
13 User Behavior Modeling and Anomaly Detection in Structured Cybersecurity Data Using Deep Learning Balram Sharma Dr. Basanta Joshi 2019-11-21
14 Neural Network Based Coronary Artery Disease Prediction using Random Forest and Expert based Feature Selection Neerav Adhikari Dr. Aman Shakya 2019-11-21
15 MicroExpression Analysis Using RNN Rolisha Sthapit Dr. Dibakar Raj Pant 2019-05-14
16 A Logistic Regression and Artificial Neural Network-Based Approach for Chronic Disease Prediction Kamal Pokharel Dr. Arun Timilsina 2019-05-14
17 Session Based Recommender System using Recurrent Neutral Network Sujan Poudel Prof. Dr. Shashidhar Ram Joshi 2019-05-14
18 Adaptive Spatio-Temporal Profitability Maps for Taxi Drivers with Real-Time Data Sensing ABHISHEK BAHADUR NIRAULA Dr. Arun Timilsina 2018-11-15
19 RECURRENT NEURAL NETWORK BASED FORECASTING OF CROP PRODUCTION IN NEPAL SURENDRA JOSHI Dr. Aman Shakya 2018-11-15
20 Maximizing lifetime of WSNs using duty cycle regulation via adaptive thresholding and energy aware routing SHIKHAR BASNET Prof. Dr. Subarna Shakya 2018-11-15
21 IMAGE FORGERY DETECTION USING LOCAL BINARY PATTERN AND RECURRENT NEURAL NETWORK RAJAN PANDAY Dr. Dibakar Raj Pant 2018-11-15
22 An entropy-based detection method for tracing DDoS attack packets using cluster matching SANIL MAHARJAN Mr. Babu Ram Dawadi 2018-11-15
23 AN APPROACH TO IDENTIFY EARLY BLIGHT,LATE BLIGHT AND SEPTORIA DISEASE PRESENT IN LEAF OF TOMATO PLANT BY APPLYING CONVOLUTION NEURAL NETWORK AND RECURRENT NEURAL NETWORK HIMAL CHAND THAPA Dr. Sanjeeb Prasad Panday 2018-11-15
24 SECURITY ENHANCEMENT OF AN IMAGE ENCRYPTION SCHEME BASED ON CHAOTICALLY COUPLED CHAOTIC MAP SAROJ THAPA Dr. Dibakar Raj Pant 2018-11-15
25 Collaborative filtering recommender system using genetic algorithm MANOJ BHUSAL Dr. Aman Shakya 2018-11-15
26 Deep Spiking Neural Network for Mitosis Detection in Cancer Histology Images PITAMBAR JHA Dr. Dibakar Raj Pant 2018-11-15
27 Missing Data Imputation using Deep Autoencoder SHYAM KRISHNA KHADKA Prof. Dr. Subarna Shakya 2018-05-23
28 Nepali Traffic Sign Recognition using Convolution Neural Network SUSHMA SHRESTHA Dr. Sanjeeb Prasad Panday 2017-11-10
29 A Map Reduce-Based Deep Belief Network for Intrusion Detection RAJU SHRESTHA Prof. Dr. Subarna Shakya 2017-11-10
30 Object Detection in Video using Region-Based Convolution Neural Network DEEPESH LEKHAK Dr. Basanta Joshi 2017-11-10
31 Server-side scalable geo‐clustering using MapReduce based on Geohash AMRIT NEPAL Prof. Dr. Subarna Shakya 2017-11-10
32 A Genetic Algorithm for Protein Crystallization Screening RHITWIK TIWARI Dr. Sanjeeb Prasad Panday 2017-11-10
33 ONTOLOGY BASED JOB-CANDIDATE MATCHING USING SKILL SETS SUBHASH PAUDEL Dr. Aman Shakya 2017-11-10
34 Rule Based Stemming of Nepali Text PRAVESH KOIRALA Dr. Aman Shakya 2017-11-10
35 A Comparative Analysis of Cloud based Recommendation System on Mapreduce and Spark SARALA GHIMIRE Prof. Dr. Subarna Shakya 2017-11-10
36 Network Intrusion Detection using Resilient Backpropagation SHYAM DAHAL Mr. Babu Ram Dawadi 2017-11-10
37 A Keyed Algorithm for Cryptographic Hash Function NITESH KARNA Dr. Aman Shakya 2017-04-24
38 Parallelization of star alignment algorithm for multiple sequence alignment using MapReduce model MD HASAN ANSARI Prof. Dr. Shashidhar Ram Joshi 2017-04-24
39 Real time pothole detection system using smartphones with accelerometers SUJIT MAHARJAN Dr. Basanta Joshi 2017-04-24
40 Image classification based on Convolution Neural Network SHAILESH SINGH Dr. Basanta Joshi 2017-02-07
41 Detect Digital Image Splicing Forgery ALIZA TANDUKAR Dr. Dibakar Raj Pant 2017-02-07
42 Robust digital watermarking using Symmetric and Asymmetric Cryptography PRAMINA SHRESTHA Prof. Dr. Shashidhar Ram Joshi 2017-02-07
43 Packet loss control and recovery for VOIP using Forward Error Correction DIPAK KC Mr. Babu Ram Dawadi 2017-02-07
44 DRUG AND PROTEIN INTERACTION PREDICTION USING DEEP BELIEF NETWORK OM PRAKASH MAHATO Dr. Aman Shakya 2016-10-27
45 An approach to develop the hybrid algorithm based on support vector machine and naïve bayes for anamoly detection SANDEEP SIGDEL Prof. Dr. Subarna Shakya 2016-10-27
46 A map reduce model to find longest common subsequence using non-alignment based approach NARAYAN PRASAD KANDEL Prof. Dr. Shashidhar Ram Joshi 2016-10-27
47 3D object modeling by phase shifting Profilometry; a performance comparison between sinusoidal and Sawtooth fringe pattern BIKRAM KUMAR KC Prof. Dr. Shashidhar Ram Joshi 2016-10-27
48 Defense against denial of service attack using router-router model SANTOSH BARAL Prof. Dr. Subarna Shakya 2016-10-27
49 DETERMINATION OF URBAN CLASSIFICATION USING CART MANOJ KUMAR GURAGAI Dr. Aman Shakya 2016-10-27
50 Comparative Analysis of Backpropagation Algorithm Variants for Network Intrusion Detection NABIN NEUPANE Prof. Dr. Subarna Shakya 2016-10-27