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Theses/Dissertations from 2020

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An Approach of SLA Violation Prediction and QoS Optimization using Regression Machine Learning Techniques, Saurav Agarwal

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A P2P Optimistic Fair Exchange (OFE) Scheme For Personal Health Records Using Blockchain Technology, Nasim AlGoni

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Emerging & Unconventional Malware Detection Using a Hybrid Approach, Farhan Mahmood Babar

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Machine Learning Interpretability in Malware Detection, William Ryan Brigugilio

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An Approach of QoS Evaluation for Web Services Design With Optimized Avoidance of SLA Violations, Peng Cheng

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Adaptive Transmission Power Level with Vehicle Speed Approximation of Density for VANET Congestion Control, Caitlin Facchina

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Secure Identity Management Framework for Vehicular Ad-hoc Network using Blockchain, Sonia Alice George

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Molecular Distance Geometry Approach to solve Alpha Carbon Trace Problem, Lokesh Gupta

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Machine Learning Approaches for Identifying Cancer Biomarkers Using Next Generation Sequencing, Osama Hamzeh

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Spiking Neural Networks: Modification and Digital Implementation, Moslem Heidarpur

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Modeling the Evolution of Agent Capabilities and Specialization, Radhika Jayaraman

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Improving Lookahead search for grid-based pathfinding, Shrijan Karmacharya

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Weakly Chordal Graphs: An Experimental Study, Sudiksha Khanduja

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Parallel Implementation of Privacy Preserving Multi-Layer Neural Networks, Dipeshkumar Shaileshkumar Patel

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A Simulation Environment with Reduced Reality Gap for Testing Autonomous Vehicles, Kaival Kamleshkumar Patel

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Demilitarized Zone: An Exceptional Layer of Network Security to Mitigate DDoS Attack, Manan Patel

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Machine Learning Approaches for Breast Cancer Survivability Prediction, Quang Huy Pham

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Convolutional Neural Network for Link Prediction Based on Subgraphs in Social Networks, Kumaran Ragunathan

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Chordal Graphs and Their Relatives: Algorithms and Applications, Md Zamilur Rahman

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Towards a Framework for Preserving Privacy in VANET, Ikjot Saini

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Investigation of Team Formation in Dynamic Social Networks, Kalyani Selvarajah

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Towards Engineering Reliable Keystroke Biometrics Systems, Anjali Parag Shah

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Multimodal fake news detection using a Cultural Algorithm with situational and normative knowledge, Priyanshi Virendra Shah

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Scaling Private Collaborated Consortium Blockchains Using State Machine Replication Over Random Graphs, Parth Shukla

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Performance Evaluation of Pathfinding Algorithms, Harinder Kaur Sidhu

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Generating Chordal Graphs with few Fill-in Edges: An Experimental Study, Aayushi Srivastava

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Lip Synchronization for ECA Rendering with Self-Adjusted POMDP Policies, Tristan Szucs

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Network-based Computational Drug Repurposing and Repositioning for Breast Cancer Disease, Pavithra Ulaganathan

Theses/Dissertations from 2019

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Variational Autoencoder Based Estimation Of Distribution Algorithms And Applications To Individual Based Ecosystem Modeling Using EcoSim, Sourodeep Bhattacharjee

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Discovering E-commerce Sequential Data Sets and Sequential Patterns for Recommendation, Raj Bhatta

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Obstacle and Change Detection Using Monocular Vision, Ryan Bluteau

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Using Multi Population Cultural Algorithms to prune Deep Neural Networks, Anish Saurabh Desai

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COMPUTATIONAL DRUG REPURPOSING FOR BREAST CANCER SUBTYPES, Roopesh Dhara

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Scalable Methods and Algorithms for Very Large Graphs Based on Sampling, Roohollah Etemadi

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iSOM-GSN: An Integrative Approach for Transforming Multi-omic Data into Gene Similarity Networks via Self-organizing Maps, Nazia Fatima

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Privacy-Preserving Statistical Analysis of Health Data Using Paillier Homomorphic Encryption and Permissioned Blockchain, Mahdi Ghadamyari

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A deep learning approach to real-time short-term traffic speed prediction with spatial-temporal features, Sindhuja Gutha

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Dynamic Scene Creation from Text, Havish Kadiyala

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An Approach Of Automatic Reconstruction Of Building Models For Virtual Cities From Open Resources, Sumit Khairnar

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Building Teams of Experts using Integer Linear Programming, Sagarika Narendra Khandelwal

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Robot Path Planning with IGA-MMAS and MMAS-IGA, Padma Priya Kondepudi

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Capturing Word Semantics From Co-occurrences Using Dynamic Mutual Information, Yaxin Li

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Improving Document Representation Using Retrofitting, Zeeshan Mansoor

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Neuroevolutionary Training of Deep Convolutional Generative Adversarial Networks, Kaitav Nayankumar Mehta

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Performance of Buckets versus Min-Heap in the A* Search Algorithm, Sheeba Mohanraj

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A Voting Algorithm for Dynamic Object Identification and Pose Estimation, Chandini Ravindranathan Nair

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E-commerce Recommendation by an Ensemble of Purchase Matrices with Sequential Patterns, Mehdi Naseri

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An Approach Of Features Extraction And Heatmaps Generation Based Upon Cnns And 3D Object Models, Shivani Pachika

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Using Prior Knowledge for Verification and Elimination of Stationary and Variable Objects in Real-time Images, Foram Pravinkumar Patel

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Productive Cluster Hire, Parth Atulkumar Patel

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An Improved Approach of Intention Discovery with Machine Learning for POMDP-based Dialogue Management, Ruturaj Rajendrakumar Raval

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Cultural Algorithm based on Decomposition to solve Optimization Problems, Ramya Ravichandran

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Real-time Automated Weld Quality Analysis From Ultrasonic B-scan Using Deep Learning, Zarreen Naowal Reza

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Performance evaluation of Max-Min Ant System Algorithm for Robot Path Planning in Grid Environment, Satya Shree Sankini

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Simulations and Modelling for Biological Invasions, Ryan D. Scott

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Fixed Cluster Based Cluster Head Selection Algorithm in Vehicular Adhoc Network, MUHAMMAD ANWAR SHAHID

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Variation In Greedy Approach To Set Covering Problem, Shreeya Naval Singhania

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Attributed Graph Classification via Deep Graph Convolutional Neural Networks, Susha Pozhampallan Suresh

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A Comparative Study of Document Representation Methods, Ziyang Tian

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Emergency Evacuation Software Model For Simulation Of Physical Changes, Rachit Tomar

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An SOA-Based Framework of Computational Offloading for Mobile Cloud Computing, Rajasi D. Upadhyay

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Learning Embeddings for Academic Papers, Yi Zhang

Theses/Dissertations from 2018

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Machine Learning Approaches for Cancer Analysis, Alkhateeb Abedalrhman

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Adaptive Transmission Power with Vehicle Density for Congestion Control, OLUWASEYI MOROUNFOLUWA AKINLADE

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Improving Quality of the Solution for the Team Formation Problem in Social Networks Using SCAN Variant and Evolutionary Computation, Amangel Bhullar

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Robust Data Center Network Design using Space Division Multiplexing, Ankita Biswas

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Exploiting Problem Structure in Pathfinding, Qing Cao

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Security-Aware RWA for Dynamic Traffic Using Path Protection In WDM Networks, Kamaljeet Singh Gill

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Trajectory-based Human Action Recognition, Pejman Habashi

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Adaptive Power Level for DSRC Congestion Control, Maan Joseph

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Heuristic for Lowering Electricity Costs for Routing in Optical Data Center Networks, MD MAHBUB-E KHODA

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Identification of User Behavioural Biometrics for Authentication using Keystroke Dynamics and Machine Learning, Sowndarya Krishnamoorthy

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Improving Adaptive Video Streaming through Machine Learning, Anh Minh Le

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Automatic Vehicle Detection and Identification using Visual Features, Hao Lyu

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An Adaptive Clustering Algorithm for Gene Expression Time-Series Data Analysis, Naveen Mangalakumar

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Behavioural Based Biometrics Using Keystroke Dynamics for User Authentication, Emamuzo Cletus Ogemuno

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Optimal RWA for SDM Optical Network under Dynamic Traffic, Dhruvi Patel

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Cluster Hire in a Network of Experts, Meet Sanjaykumar Patel

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Big Data Mining to Construct Truck Tours, Vidhi Kantibhai Patel

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Study the Effects of Multilevel Selection in Multi-Population Cultural Algorithm, Dilpreet Singh

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Performance Evaluation of Weighted Greedy Algorithm in Resource Management, Harjeet Singh

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Accessible POI Recommendation Using Adaptive Aggregation of Binary Ratings, Bidur Subedi

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Energy Efficient Route Planning Using VANET, Nazmul Sumon

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Performance Evaluation of Competing Data Structures, Mohsen Tavakoli

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AN APPROACH OF TRAFFIC FLOW PREDICTION USING ARIMA MODEL WITH FUZZY WAVELET TRANSFORM, Sukruti Vaghasia

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Multi-Objective Pathfinding in Dynamic Environments, Halen Whiston

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Recommending Best Products from E-commerce Purchase History and User Click Behavior Data, Ying Xiao

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Optimal Route Planning with Mobile Nodes in Wireless Sensor Networks, Chris Zygowski

Theses/Dissertations from 2017

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Resilient Resource Allocation Schemes in Optical Networks, Saja Al Mamoori

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Some studies on protein structure alignment algorithms, Shalini Bhattacharjee

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Implementation and Web Mounting of the WebOMiner_S Recommendation System, Amrutraj Alhad Chachad

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A Hybrid Approach of Traffic Flow Prediction Using Wavelet Transform and Fuzzy Logic, Jabed Hossain

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Identifying Network-Biomarkers of Breast Cancer Survivability, Sheikh Abdullah Al Jubair

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Background Subtraction in Video Surveillance, Shanpreet Kaur

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Passive RFID Rotation Dimension Reduction via Aggregation, Eric Matthews

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Extending External Agent Capabilities in Healthcare Social Networks, Nima Moradianzadeh

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Social Network Analysis using Cultural Algorithms and its Variants, Pooya Moradian Zadeh

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Structures from Distances in Two and Three Dimensions using Stochastic Proximity Embedding, Udayamoorthy Navaneetha Krishnan

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Real-Time Energy Price-Aware Anycast RWA for Scheduled Lightpath Demands in Optical Data Center Networks, Karan Neginhal

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The Role of Prior Knowledge in Multi-Population Cultural Algorithms for Community Detection in Dynamic Social Networks, Mukund Pandey