Courses and Instructional
Information by Dr. William Perrizo

CS479_679 Introduction to Database Data Mining
CS765 Introduction to Database Systems I
CS766 Database Systems Internals II
CS778 Computer Networks
CS783 I Advanced Topics in Space Mission System Design
CS783 II Advanced Topics in Spatial Knowledge Discovery and Data Mining Systems
CS783 III Advanced Topics Bioinformatics
CS783 IV Advanced Topics in Software Systems: Parallel and Vertical High Performance Systems
CS779 Advanced Data Mining
CS785 Topics in Data Mining Architectures
CS785 ATiDMA_2
CS790 Database and Data Mining Seminars
Other Materials
Research Meetings


















CS479_679 (Introduction to Data Mining)
  • Syllabus
  • Querying and Data Mining LECTURE
  • Data Warehouses and Data Cubes1
  • Data Warehouses and Data Cubes LECTURE
  • Data Warehouses and Data Cubes2
  • Data Mining notes
  • Data Mining ARM LECTURE
  • Association Rule Mining notes
  • Data Mining Classification LECTURE
  • Classification notes
  • Data Mining Clustering LECTURE
  • Clustering notes
  • DATA1 LECTURE
  • DATA2 LECTURE
  • DATA3
  • DATA4 LECTURE
  • DATA5 LECTURE
  • DATA6 LECTURE
  • DATA7 LECTURE
  • SOME PAPER TOPICS and FOCUS AREA IDEAS
    TEXT BOOK SLIDES













    CS765 (Database Systems)
    Sections Powerpoint only     Sections LECTURES Additional Materials (text based versioins or HTML; Similar coverage as above) Misc Topics









    CS766: Selected Topics in Database and Data Mining Internals
  • Introduction to Persistent Storage, Concurrency Control and Recovery_LECTURE
  • Introduction to Concurrency Control and Recovery
  • Introduction to Mathematical Background
  • Transactions (History,SerialExec,ConflictSR,RC,ACA,ST,RG,IncrDecr,ViewSR)
  • Two Phase Locking (2PL,DeadLocks,IndexLock,Insert,TMarch,D2PL)
  • Non-Locking Schedulers (TSO,SGT,ViewEquiv,STSO,CTSO,SSGT,ROLL,UniversalModel-TM-QP-DM)
  • Recovery (Failure(tras,sys,media),DM,CM,RM,CheckPoint)
  • Distributed Recovery
  • Replicated Data
  • Multilevel Security in Databases
  • Introductin to Association Rule Mining
  • Introduction to Classification
  • Introduction to Clustering
  • Software Engineering and Data Mining
  • Data LECTURE0
  • Data LECTURE1
  • Data LECTURE2
  • Data LECTURE3
  • DBMS LECTURE0
  • DBMS LECTURE1
  • DBMS LECTURE2
  • DBMS LECTURE3
  • DBMS LECTURE4
  • DBMS LECTURE5
  • Transactions LECTURE1
  • Transactions LECTURE2
  • Transactions LECTURE3
  • Queries LECTURE1
  • Queries LECTURE2
  • Queries LECTURE3
  • Data Mining Association Rule Mining LECTURE
  • Data Mining Classification/Prediction LECTURE
  • Data Mining Clustering/Partitioning LECTURE RELATED MATERIAL









    CS778 Computer Networks







    CS779 Advanced Data Mining
  • Notes from Former Offerings OTHER MATERIALS
  • Rough VDM Book
  • Rough VDM Book Intro







    CS783 Advanced Topics in Space Mission System Design







    CS783 Advanced Topics in Spatial Knowledge Discovery and Data Mining Systems







    CS783 Advanced Topics in Bioinformatics






    CS783 Advanced Topics in Software Systems: Parallel and Vertical High Performance Systems

    Course Description and Introduction

    General_lecture_0_Introduction_AUDIO
    Data_lecture_1_Horizontal_Vertical_Data_Structures_AUDIO
    Data_lecture_8_Data_Structuring_AUDIO
    Data_lecture_9_Vertical_Data_AUDIO
    Data_lecture_10_Data_Mining_AUDIO
    Data_lecture_11_collaborative_filtering_AUDIO
    Data_lecture_12_High_Perf_Parallel_Computing_using_Vertical_Data_AUDIO
    Supplemental Data_lecture_2_HPC_Platforms_Systems_AUDIO
    Supplemental_Data_lecture_3_Parallel_Algorithms_AUDIO
    Supplemental_Data_lecture_4_Communication_Operators_AUDIO
    Supplemental_Data_lecture_5_Analytic_Modelling_Parallel_Systems_AUDIO
    Supplemental_Data_lecture_6_Message_Passing_AUDIO
    Supplemental_Data_lecture_7_Programming_Shared_Address_Space_AUDIO

    Paper_Topic_1_Collaborative Filtering (Netflix)
    Paper_topic_2_Matrix Multiplication using Vertical Data
    Paper_Topic_3_Parallel Database Query Processing
    Paper_Topic_4_Parallel Image Edge Detection using Space Filling Curves and Vertical Data
    Paper_Topic_5_Parallel Association Rule Mining with Vertical Data
    Paper_Topic_6_Parallel Classification and Prediction with Vertical Data
    Paper_Topic_7_Parallel Clustering with Vertical Data
    Paper_Topic_8_Parallel Select-Project-Join Query Processing with Vertical Data
    Paper_Topic_9_Parallel Ptree Construction and Processing
    Paper_Topic_10_Parallel Processing of National Virtual Observatory Data
    Paper_Topic_11_Parallel Processing of Vertical Bioinformatics Data
    Paper_Topic_12_Parallel Processing of Vertical BioMedical Data (Computer Aided Diagnosis)













    CS785 Advanced Topics in Data Mining






    C.S. 790 Database and Data Mining Seminar






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