Publications: ([J] - Journal; [C] - Conference; [A] - Abstract or Poster; * - Advised Student):

2023

• [J] ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context
  Md. Ahsanul Kabir, Tyler Phillips, Xiao Luo, Mohammad Al Hasan. 2023
  Natural Language Processing Journal (Elsevier)


• [J] Symptom clusters of colorectal cancer survivors with diabetes over time
  Susan Storey, Xiao Luo, Jie Ren, Kun Huang, Diana Von Ah. 2023
  Oncology Nursing Forum


• [C] Annotation and Information Extraction of a Consumer-Friendly Health Website for Enhancing Laboratory Test Reporting in Patient Portals
  Zhe He, Arslan Erdengsileng, Shubo Tian, Karim Hanna, Yong Gong, Xiao Luo, Zhan Zhang, Mia Liza A. Lustria. 2023
  In the proceedings of American Medical Informatics Association (AMIA) 2023 Annual Symposium (Accepted)


• [C] Exploring Semantic vs. Syntactic Features for Unsupervised Learning on Application Log Files
  Egil Alexander Thomas Karlsen, Rafael N Copstein, Xiao Luo, Jeff Schwartzentruber, Bradley Niblett, Andrew Johnston, Malcolm I. Heywood and Nur Zincir-Heywood. 2023
  In the proceedings of 7th Cyber Security in Networking Conference (CSNet) (Accepted)


• [C] Social Recommendation through Heterogeneous Graph Modeling of the Long-term and Short-term Preference Defined by Dynamic Time Spans
  Behafarid Mohammad Jafari*, Xiao Luo, Ali Jafari. 2023
  In the proceedings of 19th Int. Conference on Data Science (ICDATA)


• [C] Discovery of COVID-19 Coughing and Breathing Patterns from Flu and Healthy People's Coughing Patterns Using Contrastive Learning
  Jinjin Cai, Sudip Vhaduri, Xiao Luo. 2023
  In the proceedings of INTERSPEECH


• [C] Unsupervised Keyword Extraction for Hashtag Recommendation in Social Media
  Behafarid Mohammad Jafari*, Xiao Luo, Ali Jafari. 2023
  In the proceedings of FLAIRS


• [C] DynamicG2B: Dynamic Node Classification with Layered Graph Neural Networks and BiLSTM
  Tahabi Fattah Muhammad*, Xiao Luo. 2023
  In the proceedings of FLAIRS


• [C] Improving Perceptions of Underrepresented Students towards Computing Majors through Mentoring
  Shamima Mithun, Xiao Luo. 2023
  In the Proceedings of the 28th annual ACM conference on Innovation and Technology in Computer Science Education (ITiCSE)


• [C] Patient-GAT: Sarcopenia Prediction using Multi-modal Data Fusion and Weighted Graph Attention Networks
  Cary Xiao*, Nam Pham*, Erik A. Imel, Xiao Luo. 2023
  In the Proceedings of the 38th ACM/SIGAPP Symposium On Applied Computing (ACM SAC)


• [C] SymptomGraph: Identifying Symptom Clusters from Narrative Clinical Notes using Graph Clustering
  Tahabi Fattah Muhammad*, Susan Storey, Xiao Luo. 2023
  In the Proceedings of the 38th ACM/SIGAPP Symposium On Applied Computing (ACM SAC)

2022

• [J] Hyperglycemia, Symptoms, and Symptom Clusters in Colorectal Cancer Survivors with Type 2 Diabetes
  Susan Storey, Xiao Luo, Susan Ofner, Susan M. Perkins, Diane Von Ah. 2022
  Supportive Care in Cancer


• [J] Predictive ability of the Renal Resistive Index and its Relationship to Duplex Ultrasound Waveform Propagation in the Aorta and Renal Arteries
  Alan P. Sawchuk, Weichen Hong, John Talamantes, Md Mahfuzul Islam, Xiao Luo, Huidan Yu. 2022
  Annals of Vascular Surgery


• [J] Application of Unsupervised Deep Learning Algorithms for Identification of Specific Clusters of Chronic Cough Patients from EMR Data
  Wei Shao, Xiao Luo, Zuoyi Zhang, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Vishal Bali, Anna R. Roberts, Megan Marie Metzger, Jarod Baker, Carmen La Rosa, Jessica P. Weaver, Paul Dexter, Kun Huang. 2022
  BMC Bioinformatics


• [J] Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns
  M. Ahsanul Kabir, AlJohara Almulhim, Xiao Luo, Mohammad Al Hasan. 2022
  Journal of Healthcare Informatics Research


• [J] Differences in Health-Related Outcomes and Health Care Resource Utilization in Breast Cancer Survivors With and Without Type 2 Diabetes
  Susan Storey, Zuoyi Zhang, Xiao Luo, Megan Metzger, Amrutha Ravali Jakka, Kun Huang, Diane Von Ah. 2022
  Journal of Patient-Centered Research and Reviews


• [C] AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction
  Haoran Ding*, Xiao Luo. 2022
  Proceedings of the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (AACL-IJCNLP) main conference (to appear)


• [C] InAction: Interpretable Action Decision Making for Autonomous Driving
  Taotao Jing, Haifeng Xia, Renran Tian, Haoran Ding*, Xiao Luo, Joshua Domeyer, Rini Sherony, Zhengming Ding. 2022
  European Conference on Computer Vision (ECCV)


• [C] A Referential Quasi-Multimodal Model for Multilabel Emotion Classification
  Alvaro Esperanca*, Xiao Luo. 2022
  The 33rd International Conference on Database and Expert Systems Applications (DEXA) (acceptance rate for full paper 24%)


• [C] Flexible and Scalable Annotation Tool to Develop Scene Understanding Datasets
  Md Fazle Elahi, Renran Tian, Xiao Luo. 2022
  Workshop on Human-In-the-Loop Data Analytics Co-located with SIGMOD


• [C] Hands-Free Electronic Documentation in Emergency Care Work through Smart Glasses
  Zhan Zhang, Xiao Luo, Richard Harris, Susanna George*, Jack Finkelstein. 2022
  iConference


• [C] Flipped Instructional Design Factors in an Introductory and an Advanced Data Science Course
  Shamima Mithun, Morgan Vickery, Xiao Luo. 2022
  American Society for Engineering Education (ASEE) Annual Conference


• [C] Learning Management System Analytics to Examine the Behavior of Students in High Enrollment STEM Courses During the Transition to Online Instruction
  Rob Elliott, Xiao Luo. 2022
  Proceedings of the 52th IEEE Frontiers in Education (FIE) Conference


• [A] Factors associated with Abusive Head Trauma in Young Children Presenting to Emergency Medical Services using Machine Learning, and Natural Language Processing
  Kathleen Adelgais, Allison Broad, Jan Leonard, Seth Wheeler*, Zhan Zhang, Xiao Luo. 2022
  Western Pediatric Trauma Conference

2021

• [J] A Deep Language Model for Symptom Extraction from Clinical Text and Its Application to Extract COVID-19 symptoms from Social Media
  Xiao Luo, Priyanka Gandhi*, Susan Storey and Kun Huang. 2021
  IEEE Journal of Biomedical and Health Informatics (J-BHI)


• [J] A Computational Framework to Analyze the Associations between Symptoms and Cancer Patient Attributes Post Chemotherapy using EHR data
  Xiao Luo, Priyanka Gandhi*, Susan Storey, Zuoyi Zhang, Zhi Han and Kun Huang. 2021
  IEEE Journal of Biomedical and Health Informatics (J-BHI)


• [J] User-Centered System Design for Communicating Clinical Laboratory Test Results: A Pilot Study
  Zhan Zhang, Lukas Kmoth, Xiao Luo, Zhe He. 2021
  JMIR Human Factors


• [J] Applying Interpretable Deep Learning Models to Identify Chronic Cough Patients using EHR Data
  Xiao Luo, Priyanka Gandhi*, Zuoyi Zhang, Wei Shao, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Vishal Bali, Anna R. Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Paul Dexter, and Kun Huang. 2021
  Computer Methods and Programs in Biomedicine


• [J] Attention-based Unsupervised Keyphrase Extraction and Phrase Graph for COVID-19 Medical Literature Retrieval
  Haoran Ding*, Xiao Luo. 2021
  ACM Transactions on Computing for Healthcare


• [J] How the clinical research community responded to the COVID-19 pandemic: An analysis of the COVID-19 clinical studies in ClinicalTrials.gov
  Zhe He, Fnu Erdengasileng, Xiao Luo, Aiwen Xing, Neil Charness, Jiang Bian. 2021
  Journal of the American Medical Informatics Association (JAMIA) Open


• [J] Analyzing the Symptoms in Colorectal and Breast Cancer Patients with or without Type 2 Diabetes using EHR Data
  Xiao Luo, Susan Storey, Priyanka Gandhi*, Zuoyi Zhang, Megan Metzger, Kun Huang. 2021
  Health Informatics Journal


• [J] Computational Methods to Automate the Initial Interpretation of Lower Extremity Arterial Doppler and Duplex Carotid Ultrasound
  Xiao Luo, Lena Ara*, Haoran Ding*, David Rollins, Raghu Motaganahalli, Alan Sawchuk. 2021
  Journal of Vascular Surgery


• [J] HeteroGraphRec: A Heterogeneous Graph-Based Neural Networks for Social Recommendations
  Amirreza Salamat*, Xiao Luo, Ali Jafari. 2021
  Knowledge-Based Systems (Elsevier)


• [J] Association of Comorbid Diabetes With Clinical Outcomes and Healthcare Utilization in Colorectal Cancer Survivors
  Susan Storey, Zuoyi Zhang, Xiao Luo, Diane Von Ah, Megan Metzger, Jie Zhang, Amrutha Jakka, Kun Huang. 2021
  Oncology Nursing Forum


• [C] AttentionRank: Unsupervised keyphrase Extraction using Self and Cross Attentions
  Haoran Ding*, Xiao Luo. 2021
  Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) main conference


• [C] Evaluating Factors for Effective Flipped Classroom Instruction in an Advanced Data Management Course
  Shamima Mithun, Morgan Vickery, Xiao Luo. 2021
  Proceedings of the 51th IEEE Frontiers in Education (FIE) Conference


• [C] Contextual and Behavior Factors Extraction from Pedestrian Encounter Scenes Using Deep Language Models
  Jithesh Gugan Sreeram*, Xiao Luo, Renran Tian. 2021
  Proceedings of the 23rd International Conference on Big Data Analytics and Knowledge Discovery (DAWAK)


• [C] A Novel Adaptation of Information Extraction Algorithm to Process Natural Text Descriptions of Pedestrian Encounters
  Md Fazle Elahi, Jithesh Gugan Sreeram*, Xiao Luo, Renran Tian. 2021
  Proceedings of the IEEE International Intelligent Transportation Systems Conference (ITSC)


• [C] Neural Topic Modeling to Understand Breast Cancer Peer-to-peer Online Information Seeking at Diagnosis
  Xiao Luo, Sahil Kumar*, Natalie Lambert. 2021
  Proceedings of the IEEE Conference on Biomedical and Health Informatics (BHI)


• [C] DeepNote-GNN: Predicting Hospital Readmission using Clinical Notes and Patient Network
  Sara Nouri* and Xiao Luo. 2021
  Proceedings of the ACM International Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB)


• [C] Pregnancy-Related Information Seeking in Online Health Communities: A Qualitative Study
  Yu Lu, Katherine Min, Zhan Zhang, Xiao Luo, Zhe He. 2021
  iConference


• [A] Comparing Machine Learning Models for Identifying Chronic Cough Using Diagnosis and Medication in the Electronic Health Records
  Vishal Bali, Xiao Luo, Priyanka Gandhi*, Zuoyi Zhang, Wei Shao, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Anna Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Paul Dexter, Kun Huang. 2021
  Journal of Allergy and Clinical Immunology

2020

• [J] Patients’ Challenges and Needs in Comprehending Lab Test Results: A Mixed-Methods Study
  Zhan Zhang, Daniel Citardi, Aiwen Xing, Xiao Luo, Yu Lu, Zhe He. 2020
  Journal of Medical Internet Research


• [C] Attention Mechanism with BERT for Content Annotation and Categorization of Pregnancy-Related Questions on a Community QA Site
  Xiao Luo, Haoran Ding*, Matthew Tang*, Priyanka Gandhi*, Zhan Zhang, and Zhe He. 2020
  Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM)


• [C] Retrieving Lab Test Related Questions from Social QA Sites by Combining Shallow Features and Deep Representations
  Yu Lu*, Xiao Luo, Zhan Zhang, Haoran Ding and Zhe He. 2020
  Annual Symposium of American Medical Informatics Association (AMIA)


• [C] Design and Evaluate the Factors for Flipped Classrooms for Data Management Courses
  Shamima Mithun, Xiao Luo. 2020
  Proceedings of the 50th IEEE Frontiers in Education (FIE) Conference


• [C] Improving Student Global, International, and Intercultural Competencies via Disciplinary International Collaborative Experiences
  Rob Elliott, Xiao Luo. 2020
  Proceedings of the 50th IEEE Frontiers in Education (FIE) Conference


• [C] A Framework for Modeling Knowledge Graphs via Processing Natural Descriptions of Vehicle-Pedestrian Interactions
  Md Fazle Elahi*, Xiao Luo and Renran Tian. 2020
  Proceedings of the 22nd International Conference On Human-Computer Interaction (HCI) (Springer LNCS)


• [C] BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks
  Amirreza Salamat*, Xiao Luo and Ali Jafari. 2020
  Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN)


• [C] Unsupervised Learning for Network Flow based Anomaly Detection in the Era of Deep Learning
  Md. Ahsanul Kabir*, Xiao Luo. 2020
  Proceedings of the IEEE Conference on Big Data Computing Service (BDS)


• [A] Anti-allergy medication utilization in patients with Chronic Cough
  Xiao Luo, Wei Shao, Zuoyi Zhang, Zhi Han, Vasu Chandrasekaran, Vladimir Turzhitsky, Vishal Bali, Anna Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Paul Dexter, Kun Huang. 2020
  JSA/WAO Joint Congress


• [A] Unsupervised learning algorithm for chronic cough detection in the electronic health records (EHR) data
  Jonathan Schelfhout, Xiao Luo, Vasu Chandrasekaran, Vladimir Turzhitsky, Paul Dexter, Zhi Han, Zuoyi Zhang, Wei Shao, Anna Roberts, Megan Metzger, Jarod Baker, Carmen La Rosa, Jessica Weaver, Vishal Bali, Kun Huang. 2020
  European Respiratory Society (ERS) International Congress


• [A] Computational Methods to Automate The Initial Interpretation of Lower Extremity Arterial Doppler and Duplex Carotid Ultrasound
  Xiao Luo, Lena Ara*, Haoran Ding*, Dave Rollins, Raghu Motaganahalli, Alan P. Sawchuk. 2020
  Journal of Vascular Surgery

2019

• [J] A Natural Language Processing Framework to analyse the opinions on HPV Vaccination Reflected in Twitter over 10 Years (2008 - 2017)
  Xiao Luo, Gregory Zimet, and Setu Shah*. 2019
  Human Vaccines & Immunotherapeutics


• [J] Modelling and visualising SSH brute force attack behaviours through a hybrid learning framework
  Xiao Luo, Chengchao Yao*, and Nur A. Zincir-Heywood. 2019
  Int. Journal of Information and Computer Security (Accepted)


• [C] Identifying Symptom Clusters in Breast Cancer and Colorectal Cancer Patients using EHR Data
  Priyanka Gandhi*, Xiao Luo, Susan Storey, Zuoyi Zhang, Zhi Han, and Kun Huang. 2019
  Proceedings of the ACM International Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB) (Best Paper Award)


• [C] Automate the Peripheral Arterial Disease Prediction in Lower Extremity Arterial Doppler Study using Machine Learning and Neural Networks
  Lena Ara*, Xiao Luo, Alan Sawchuk and Dave Rollins. 2019
  Proceedings of the ACM International Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB)


• [C] Modeling Vehicle-Pedestrian Encountering Risks in the Natural Driving Environment using Machine Learning Algorithms
  Priyanka Gandhi*, Xiao Luo, Renran Tian. 2019
  Proceedings of the 21st International Conference on Human-Computer Interaction (HCI) (Springer LNCS) (Best Paper Award)


• [C] Incorporate Cross-Course Knowledge Integration into Computing Education
  Shamima Mithun, Xiao Luo. 2019
  Proceedings of the 49th IEEE Frontiers in Education (FIE) Conference


• [C] Improving integrated education of data science and information security through cross-curricular activities
  Xiao Luo, Connie Justice, and Brandon Sorge. 2019
  Proceedings of the 49th IEEE Frontiers in Education (FIE) Conference


• [C] A Data-Driven Network Intrusion Detection Model based on Host Clustering and Integrated Learning: A Case Study on Botnet Detection
  Lena Ara*, Xiao Luo. 2019
  Proceedings of the 12th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage (SpaCCS) (Springer LNCS)

2018

• [J] Neural Networks for Mining the Associations between Diseases and Symptoms in Clinical Notes
  Setu Shah*, Xiao Luo, Saravanan Kanakasabai, Ricardo Tuason, and Gregory Klopper. 2018
  Health Information Science and Systems


• [J] Concept Embedding based Weighting Scheme for Biomedical Text Clustering and Visualization
  Xiao Luo, Setu Shah*. 2018
  Applied Analytics


• [C] Evading Deep Neural Network and Random Forest Classifiers by Generating Adversarial Samples
  Erick Eduardo Bernal Martinez*, Bella Oh*, Feng Li and Xiao Luo. 2018
  Proceedings of the 11th International Symposium on Foundations & Practice of Security (FPS)(Springer LNCS)


• [C] Incorporating Syntactic Dependencies into Semantic Word Vector Model for Medical Text Processing
  Maia Iyer*, Christopher Zou* and Xiao Luo. 2018
  Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM)


• [C] Improve Integrated Learning in Computer Information Technology through Cross-Curricular Instruction
  Xiao Luo, Connie Justice. 2018
  Proceedings of the ACM Conference of the Special Interest Group on Information Technology Education (SIGITE)


• [C] Improving the Global, International and Intercultural (GII) competencies of IT Students via Integrated Collaboration During Study Abroad
  Rob Elliott, Xiao Luo. 2018
  Proceedings of the ACM Conference of the Special Interest Group on Information Technology Education (SIGITE)


• [C] Identify the Maximal Cluster of Hosts based on Data Fusion and Machine Learning Algorithms for Intrusion Detection
  Lena Ara*, Xiao Luo. 2018
  Proceedings of the IEEE International Conference on Big Data Security on Cloud (BigDataSecurity)


• [C] County-level Geographic Distributions of Diabetes in Relation to Multiple Factors in the United States
  Gulzhahan Oraz*, Xiao Luo. 2018
  Proceedings of the IEEE Conference on Biomedical and Health Informatics (BHI)


• [C] Comparison of Deep Learning based Concept Representations for Biomedical Document Clustering
  Setu Shah*, Xiao Luo. 2018
  Proceedings of the IEEE Conference on Biomedical and Health Informatics (BHI)

2017

• [C] Extracting Modifiable Risk Factors from Narrative Preventive Healthcare Guidelines for EHR Integration
  Setu Shah* and Xiao Luo. 2017
  Proceedings of the IEEE International Conference on BioInformatics and BioEngineering (BIBE)


• [C] Data Analytics for Modeling and Visualizing Attack Behaviors: A Case Study on SSH Brute Force Attacks
  Chengchao Yao*, Xiao Luo and Nur A. Zincir-Heywood. 2017
  Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI)


• [C] Exploring Diseases based Biomedical Document Clustering and Visualization using Self-Organizing Maps
  Setu Shah* and Xiao Luo. 2017
  Proceedings of the IEEE International Conference on e-Health Networking, Applications and Services (HealthCom)


• [C] Are Recent Terrorism Trends Reflected in Social Media?
  Ivana Terziyska*, Setu Shah* and Xiao Luo. 2017
  Proceedings of the IEEE International Conference on Mobile Ad-hoc Sensor Systems (MASS), 2017


• [C] Biomedical Document Clustering and Visualization based on the Concepts of Diseases
  Setu Shah and Xiao Luo. 2017
  ACM KDD workshop on Data-Driven Discovery


• [C] Analyzing the correlations between the uninsured and diabetes prevalence rates in geographic regions in the United States
  Xiao Luo. 2017
  Proceedings of the IEEE/ACM conference on Connected Health: Applications, Systems, and Engineering technologies (CHASE) BIGDATA4HEALTH Workshop


• [C] A. Nur Zincir-Heywood Exploring a Service-Based Normal Behaviour Profiling System for Botnet Detection
  Weikeng (Robin) Chen*, Xiao Luo. 2017
  Proceedings of the IFIP/IEEE International workshop on Analytics for Network and Service Management (AnNet)


• [C] Investigation of Malicious Portable Executable File Detection on the Network using Supervised Learning Techniques
  Rushabh Vyas*, Xiao Luo, Nichole McFarland*, Connie Justice. 2017
  Proceedings of the IFIP/IEEE International workshop on Analytics for Network and Service Management (AnNet)

2015 and before

• [C] Predictive Analysis on Tracking Emails for Targeted Marketing
  Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant, and Janith Peduruge. 2015
  Proceedings of the 18th International Conference on Discovery Science (DS) (Springer LNCS)


• [C] Personalization of Content Ranking in the Context of Local Search
  Philip O'Brien, Xiao Luo, Tony Abou-Assaleh, and Shujie Li. 2009
  Proceedings of the IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (WI)


• [C] Incorporating Temporal Information for Document Classification
  Xiao Luo and A. Nur Zincir-Heywood. 2007
  Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE) Workshop


• [C] Evolving Recurrent Linear-GP for Document Classification and Word Tracking
  Xiao Luo and A. Nur Zincir-Heywood. 2007
  Proceedings of the IEEE World Congress on Computational Intelligence (WCCI-CEC)


• [C] Benchmarking a Recurrent Linear GP Model on Prediction and Control Problems
  Xiao Luo, Malcolm Heywood, and A. Nur Zincir-Heywood. 2006
  Proceedings of the International Conference on Intelligent Computing (Springer LNCS)


• [C] Comparison of a SOM Based Sequence Analysis System and Naive Bayesian Classifier for Spam Filtering
  Xiao Luo and Nur Zincir-Heywood. 2005
  Proceedings of the IEEE Joint Conference on Neural Network (IJCNN)


• [C] Evolving Recurrent Models Using Linear GP
  Xiao Luo, Malcolm Heywood and Nur Zincir-Heywood. 2005
  Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)


• [C] Evaluation of Two Systems on Multi-class Multi-label Document Classification
  Xiao Luo and Nur Zincir-Heywood. 2005
  Proceedings of the International Symposium on Methodologies for Intelligent Systems (ISMIS) (Springer LNCS)


• [C] Comparing Dimension Reduction Techniques for Document Clustering
  Bin Tang, Michael Shepherd, Malcolm I. Heywood, and Xiao Luo. 2005
  Proceedings of the Conference of the Canadian Society for Computational Studies of Intelligence (Canadian AI) (Springer LNCS)


• [A] Effect of work pace on sitting behavior during short term computer tasks: A development study
  Anne Fenety, Xiao Luo, Diane Sullivan Compton, Holly Kaye, Reid Ralph, Marilyn Clark, Andrea. 2005
  Canadian Physiotherapy Association Congress


• [C] Combining Word-based and Word Co-occurrence Based Sequence Analysis for Text Categorization
  Xiao Luo and Nur Zincir-Heywood. 2004
  Proceedings of the IEEE International conference on Machine Learning and Cybernetics (ICMLC)


• [C] Capturing Temporal Sequences for Text Representation Using Hierarchical SOMs
  Xiao Luo and Nur Zincir-Heywood. 2004
  Proceedings of the International Conference on Machine Learning, Models, Technologies and Applications


• [C] Analyzing Temporal Sequences for Text Categorization
  Xiao Luo and Nur Zincir-Heywood. 2004
  Proceedings of the International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (KES) (Springer LNCS)


• [C] Evaluation of Three Dimensionality Reduction Techniques for Document Classification
  Xiao Luo and Nur Zincir-Heywood. 2004
  Proceedings of the Canadian Conference on Electrical and Computer Engineering (CCECE)


• [C] A Comparison of SOM Based Document Categorization Systems
  Xiao Luo and Nur Zincir-Heywood. 2003
  Proceedings of the IEEE Joint Conference on Neural Network (IJCNN)