Selected Theses/Reports from the Lab

Reading paper

Writing paper

o Use IEEE publication Word template or LaTeX style files to typeset your report.

Giving presentation

o The Slide-Structure of a Technical 20-min Presentation

1. A NOVEL DEEP CROSS-DOMAIN FRAMEWORK FOR FAULT DIAGNOSIS OF ROTARY MACHINERY IN PROGNOSTICS AND HEALTH MANAGEMENT, BEHNOUSH REZAEIANJOUYBARI, 2021.

2. A Task-oriented Chatbot System Design for TigerAware survey platform, Shaoyi Zong, 2021.

3. UX/UI Usability Testing and Improvement for TigerAware Survey Builder Web Dashboard, BENJAVICHA HOTRABHAVANANDA, 2021.

4. Using Google Dialogflow and Firebase to Create Customized Serverless Chatbots for Survey Systems, Wenbin Guo, 2020.

5. DEEP LEARNING FOR SMALL OBJECT DETECTION IN IMAGES, Yang Liu, 2020.

6. COMPUTATIONAL PROTEIN STRUCTURE PREDICTION USING DEEP LEARNING, Zhaoyu Li, 2020 (dissertation, presentation)

7. TigerAware Conditional Action Engine - An Extensible Framework for Providing Real-Time Intervention to EMA Surveys, Logan Harrison, 2020 (report, presentation)

8. TigerAware Microservices: A Modern Backend for Improved Platform Scalability and Consistency, Connor Rowland, 2020 (report, presentation)

9. IMPROVING OBJECT RECOGNITION IN AERIAL IMAGE AND AMBULATORY ASSESSMENT ANALYSIS BY DEEP LEARNING, Peng Sun, 2019 (dissertation, presentation)

10. Revise U-Net for Car Image Masking, Yini Duanmu, 2019 (report, presentation)

11. Development of Survey Visualization and Advanced Integrated Data Analysis in TigerAware, Rui Huang, 2019 (report, presentation)

12. Serverless Implementation of Conversational Agent for Delivering Customizable Surveys and Assessments, Yohanes Patrik Handrianto, 2019 (thesis, presentation)

13. Region Based Object Detectors for Recognizing Birds in Aerial Images, Pedro Carrion Castagnola, 2019 (thesis, presentation)

14. TigerAware Android: An Improved Mobile Survey and Notification System, Weiliang Xia, 2019 (thesis, presentation)

15. Applications of Deep Neural Networks to Protein Structure Prediction, Chao Fang, 2018 (dissertation, presentation)

16. TigerAware Dashboard: An Improved Survey Generation and Response Visualization Dashboard, Jayanth Kanugo, 2018 (thesis, presentation)

17. DESIGN AND IMPLEMENTATION OF WEB-BASED SURVEY ANALYSIS AND MANAGEMENT SYSTEM, Gaofei Zhao, 2018 (thesis, presentation)

18. APPLICATION OF DEEP LEARNING TO FISH RECOGNITION, Fuming Xiang, 2018 (thesis, presentation)

19. DESIGN AND IMPLEMENTATION OF CREEL SURVEY DATA MANAGEMENT APPLICATION, Nishant Chettri, 2017 (thesis, presentation)

20. ACOUSTIC FEATURE-BASED SENTIMENT ANALYSIS OF CALL CENTER DATA, Zeshan Peng, 2017 (thesis, presentation)

21. DEEP LEARNING METHODS FOR PROTEIN STRUCTION PREDICTION, Son Phong Nguyen, 2017 (dissertation, presentation)

22. ASAP AND DEEP ASAP: END-TO-END AUDIO SENTIMENT ANALYSIS PIPELINES, Avery Wells, 2017 (thesis, presentation)

23. EMPIRICAL STUDY OF DEEP NEURAL NETWORK ARCHITECTURES FOR PROTEIN SECONDARY STRUCTURE PREDICTION, Ming Du, 2017 (thesis, presentation)

24. MTD: MOOD TOOLKIT DASHBOARD - A Data Analytical Web Application for Psychological Research Studies, Dheeraj P. Srivatsav, 2017 (thesis, presentation)

25. PHYSIOLOGICAL DATA ANALYSIS - ALCOHOL DRINKING PREDICTION USING STATISTICAL AND DEEP LEARNING METHODS, Can Li, 2017 (thesis, presentation)

26. AMD: ANALYSIS OF MOOD DYSREGULATION - A Machine Learning Approach, Nickolas M. Wergeles, 2016 (thesis, presentation)

27. TEMPLATE-BASED METHODS FOR PROTEIN MODEL QUALITY ASSESSMENT, Wenbo Wang, 2016 (thesis, presentation)

28. ANIMAL STAY REGION DETECTION AND BEHAVIOR ANALYSIS BASED ON GPS TRAJECTORIES, Haidong Wang, 2016 (thesis)

29. WEARABLE SENSING ANALYSIS - IDENTIFYING ALCOHOL DRINKING FROM DAILY PHYSIOLOGICAL DATA, Chen Zhang, 2016 (thesis, presentation)

30. AN ALGORITHM FOR THE AUTOMATIC CONSTRUCTION OF BAYESIAN NETWORKS WITH LIMITED DOMAIN KNOWLEDGE, AS APPLIED TO THE PREDICTION OF ECONOMIC AND DEVELOPMENT INDICATORS OF 248 COUNTRIES AND WORLD REGIONS, Fernando Torre-Mora, 2016 (thesis, presentation)

31. ACTIVITY IDENTIFICATION FROM ANIMAL GPS TRACKS WITH SPATIAL TEMPORAL CLUSTERING METHOD DDB-SMOT, Simiao Sun, 2016 (thesis, presentation)

32. DESIGN AND IMPLEMENTATION OF ORTHOPEDIC TRAUMA SURGERY REHABILITATION AND HEALTH MONITORING SYSTEM (OTSRS), Ailiyasijiang (Elyas) Yilihamujiang, 2016 (thesis, presentation)

33. AN ENHANCED MOBILE AMBULATORY ASSESSMENT SYSTEM FOR ALCOHOL CRAVING STUDIES, Ruiqi Shi, 2015 (thesis, presentation)

34. ENHANCED DETECTION OF LINEARLY DISTORTED QUICK RESPONSE (QR) CODES IN SMART PHONES, Manav Singhal, 2015 (thesis, presentation)

35. MACHINE LEARNING METHODS FOR EVALUATING THE QUALITY OF A SINGLE PROTEIN MODEL USING ENERGY AND STRUCTURAL PROPERTIES, Junlin Wang, 2015 (thesis, presentation)

36. A DEEP LEARNING METHOD FOR PROTEIN MODEL QUALITY ASSESSMENT, Son Phong Nguyen, 2014 (thesis, presentation)

37. NAIVE BAYES ALGORITHM FOR TWITTER SENTIMENT ANALYSIS AND ITS IMPLEMENTATION IN MAPREDUCE, Zhaoyu Li, 2014 (thesis, presentation)

38. PREDICTING STOCK PRICE USING SENTIMENT ANALYSIS COMBINING TWITTER, SEARCH ENGINE AND INVESTOR INTELLIGENCE DATA, Rui Wu, 2014 (thesis, presentation)

39. AN EVOLUTIONARY METHOD FOR TRAINING AUTOENCODERS FOR DEEP LEARNING NETWORKS, Sean Lander, 2014 (thesis, presentation)

40. APPLICATION OF SENTIMENT ANALYSIS ON TWITTER USING STORM, Caiwei Wang, 2014 (thesis, presentation)

41. ESTIMATE OF HUMAN'S DEHYDRATION LEVEL BASED ON EDA AND TRI-AXIAL DYNAMIC ACCELERATIONS, Bo Cai, 2014 (thesis, presentation)

42. DEVELOPMENT OF A WIRELESS BODY AREA SENSING SYSTEM FOR ALCOHOL CRAVING STUDY, Sandeep Ravi, 2013 (thesis, presentation)

43. MULTI-DIMENSIONAL SCALING AND MODELLER BASED EVOLUATIONARY ALGORITHMS FOR PROTEIN MODEL REFINEMENT, Yan Chen, 2013 (thesis, presentation)

44. ACTIVE LABELING IN DEEP LEARNING AND ITS APPLICATION TO EMOTION PREDICTION, Dan Wang, 2013 (thesis, presentation)

45. APPLICATION OF DEEP LEARNING NETWORKS TO CRIME PREDICTION, Chao Fang, 2013 (thesis, presentation)

46. GEO-TAGGING AND PRIVACY-PRESERVATION IN MOBILE CLOUD COMPUTING, Qia Wang, 2013 (thesis, presentation)

47. STATISTICAL MODEL-BASED METHODS FOR OBSERVATION SELECTION IN WIRELESS SENSOR NETWORKS AND FOR FEATURE SELECTION IN CLASSIFICATION, Qi Qi, 2012 (thesis, presentation)

48. DEVELOPMENT OF A MODULAR PLATFORM FOR AD HOC NETWORKING ON ANDROID, Paul Baskett, 2012 (thesis, presentation)

49. DESIGN AND IMPLEMENTATION OF A MIDDLEWARE FOR AD-HOC MULTI-HOP NETWORKING ON ANDROID, Tiancheng Zhuang, 2012 (thesis, presentation)

50. VISUALIZATION OF RECOMMENDATION SYSTEM RESULTS IN A RELATION-PRESERVING SPACE, Curtis Kelsey, 2012 (thesis, presentation)

51. APPLICATION OF EVOLUTIONARY ALGORITHM ON PROTEIN TERTIARY STRUCTURE REFINEMENT, Wei Xiong, 2012 (thesis, presentation)

52. THE DESIGN AND IMPLEMENTATION OF WAKE IQ: AN EMPIRICALLY-LEARNING PROBABILISTIC MOBILE APP TO REDUCE SLEEP INERTIA, Michael Van Devender, 2012 (thesis, presentation)

53. APPLICATION OF DEEP BELIEF NETWORKS FOR MELANOMA RECOGNITION, Devlina Banerjee, 2012 (thesis, presentation)

54. HIGH-ACCURACY SKIN LESION SEGMENTATION AND SIZE DETERMINATION, Jae Won Shin, 2011 (thesis)

55. THE DESIGN AND IMPLEMENTATION OF A MOBILE, AUTOMATED SKIN LESION CLASSIFICATION SYSTEM, Kiran Ramlakhan, 2011 (thesis, presentation)

56. NOVEL ALGORITHMS FOR MULTIPLE LONGEST COMMON SUBSEQUENCE (MLCS) PROBLEM AND PROTEIN TERTIARY STRUCTURE PREDICTION QUALITY ASSESSMENT, Qingguo Wang, 2011 (thesis, presentation)

57. PEOPLE ACTIVITY ANALYSIS BASED ON WiFi NETWORK TRAFFIC, Thammarat Limsawas, 2010 (thesis, presentation)

58. NEW CONCENSUS-BASED ALGORITHMS FOR PROTEIN STRUCTURE PREDICTION QUALITY ASSESSMENT AND SELECTION, Kittinun Vantasin, 2010 (thesis, presentation)

59. STATISTICAL INFERENCE IN WIRELESS SENSOR AND MOBILE NETWORKS, Peng Zhuang, 2010 (dissertation, presentation)