Publications

Depth-guided self-supervised human keypoint detection via cross-modal distillation

Transformer-based human action recognition using skeleton heatmap

SDA-GRIN for adaptive spatial-temporal multivariate time series imputation

Towards a voice-adaptive LLM-based conversation bot for enhanced user interaction

CoBEVFusion Cooperative Perception with LiDAR-Camera Bird's Eye View Fusion

Examining Feasibility and Efficacy of Traditional Stream Clustering Algorithms on Complex Human Activity Recognition Data

Measuring Heart Rate and Heart Rate Variability with Smartphone Camera

Incremental Community Detection in Distributed Dynamic Graph

Chatsum: An Intelligent Medical Chat Summarization Tool

Characterizing Post-traumatic Stress Disorder in Primary Care Using Electronic Medical Records: a retrospective cross-sectional study

Understanding Post-Traumatic Stress Disorder Using Electronic Medical Records

Detection of Similar Legal Cases on Personal Injury

BIRD-QA: A BERT-based Information Retrieval Approach to Domain Specific Question Answering

Predicting the Length of Stay of COVID-19 Patients in Hospitals

Heart Rate Monitoring using PPG with Smartphone Camera

FireWarn: Recognizing Fire Hazards Using Computer Vision

Drivable Area Detection Using Feature Pyramid Networks for Autonomous Driving

Using natural language processing to predict splenomegaly from

Facial expression recognition using a simplified convolutional neural network model

Determining Worker Type from Legal Text Data using Machine Learning

Effects of Pre-trained Word Embeddings on Text-based Deception Detection

Towards a natural language query processing system

A big data lake for multilevel streaming data analytics

Vision-based Vehicle Detection and Distance Estimation

Predicting Chronic Obstructive Pulmonary Disease from EMR data

Dilated Squeeze-and-Excitation U-Net for Fetal Ultrasound Image Segmentation

An Adapter for IBM Streams and Apache Spark to Facilitate Multi-level Data Analytics

Intelligent Transportation System: Managing Pandemic Induced Threats to the People and Economy

Componentry Analysis of Intelligent Transportation Systems in Smart Cities towards a Connected Future

"Using Deep Learning with Canadian Primary Care Data for Disease Diagnosis"

Fully End-To-End Super-Resolved Bone Age Estimation

Xu: An Automated Query Expansion and Optimization Tool

A Scalable Framework for Multilevel Streaming Data Analytics using Deep Learning

Image Object Detection Facilitates the Study of Fucosylation in Multicellular Tumour Spheroids

Weakly Supervised Text Classification for Assisting Patient Data Processing

Identifying Patients with PTSD using Deep Learning

Diagnosing PTSD Using Electronic Medical Records from Canadian Primary Care Data

Computer Vision for Prostate Cancer Spheroids Detection

A Voice Interactive Multilingual Student Support System using IBM Watson

Smart Phone Based Human Activity Recognition

The use of Virtual Reality in Enhancing Interdisciplinary Research and Education.

Development of a Generalized Text Mining Framework for Characterizing Low Back Pain in Primary Care: A Pilot Study

Detecting Low Back Pain Using Text Processing and Machine Learning Approaches

Sprouter: Dynamic Graph Processing over Data Streams at Scale

Fall Detection from Physical Activity Monitoring Data

Predictive Video Object Detector

A voice operated e-commerce application using IBM Watson speech recognition tools

Detecting Irregular Patterns in IOT Streaming Data for Fall Detection

Content-based File Type Identification Using Machine Learning and Spark In-memory Data Analytics Framework

A Comparative Study of LSTM and DNN for Stock Market Forecasting

Predicting the Effects of News Sentiments on the Stock Market

A scalable and robust framework for data stream ingestion

Training Navigation to Virtual Autonomous Race Cars Using NeuroEvolution

Implementation of a Particle Swarm Optimization Clustering Algorithm in Apache Spark for High Dimensional Data

Particle Swarm Optimization for Large-Scale Clustering on Apache Spark

Lexa: A Tool for Detecting Dyslexia through Auditory Processing

Online Graph Processing with Spark Streaming

Leveraging Distributed Big Data Storage Support in CLAaaS for WINGS Workflow Management System

Towards Building a Hybrid Model for Predicting Stock Indexes

Proactive Auto-scaling of Resources for Stream Processing Engines in the Cloud

ArchiGen: A Conceptual Form Design Tool Using an Evolutionary Computing Approach

Predicting Movie Box Office Profitability: A Neural Network Approach

Using Machine Learning to Predict Hypertension from Big Data

BINARY: A Framework for Big Data Integration for Ad-hoc Querying

Towards building performance models for data-intensive workloads in public clouds

Towards Cloud-based Analytics-as-a-Service (CLAaaS) for Big Data Analytics in the Cloud

CAPRI: A Tool for Mining Complex Line Patterns in Large Log Data

AaaS: Confluence of Big Data, Cloud Computing and SaaS

A Constraint-Driven Business Object Model for Service-Based Business Processes

Towards a Training Oriented Adaptive Decision Support System

Estimating Costs of Data-intensive Workload Execution in Public Clouds

Web Services-Based Composite Business Process Management - Service Level Agreement Negotiation and Monitoring: Concepts, Methodologies and Current Practices towards Innovation

"Web Services Management: Towards Efficient Web Data Access"

"Web Services Management: Towards Efficient Web Data Access"

A Middleware Solution to Monitoring Composite Web Services-based Processes

Conceptual Framework for a Comprehensive Service Management Middleware

Reputation-Enhanced QoS-based Web Services Discovery

"Web Services Management: Towards Efficient Web Data Access"

Architecture for an Autonomic Web Services Environment