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Book SynopsisAn expert guide for applying data mining with uncertain reasoning to a wide range of uses This volume presents a holistic view of data mining by integrating this diverse and exciting field with uncertain reasoning. It treats a wide range of issues and examines the state of the art in both fields while summarizing vital concepts that can normally only be found in various separate resources. The author concentrates on practical aspects of data mining-such as infrastructure and overall processes-but also discusses some selected algorithms and performance-related issues. Several important topics are addressed specifically, such as bridging the fields of machine learning and data mining and the discovery of influential association rules. In addition, the author discusses data warehousing as an enabling technique for data mining. Case studies are included throughout to illustrate important concepts. Data Mining and Uncertain Reasoning is a practical reference for pTable of ContentsWhat This Book Is About. Basics of Data Mining. Enabling Techniques and Advanced Features of Data Mining. Dealing with Uncertainty in Manipulation of Data. Data Mining Tasks for Knowledge Discovery. Bayesian Networks and Artificial Neural Networks. Uncertain Reasoning Techniques for Data Mining. Data Mining Lifecycle with Uncertainty Handling: Case Studies and Software Tools. Intelligent Conceptual Query Answering with Uncertainty: Basic Aspects and Case Studies. References. Index.

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John Wiley & Sons Inc Computer Networking

Book SynopsisThis revolutionary text and its accompanying CD replace a whole lab full of computer equipment. They give computer science students realistic hands-on experience working with network protocols, without requiring all the routers, switches, hubs, and PCs of an actual network. Using the latest version of the open source program Ethereal, the reader opens packet trace files from the CD and follows the text to perform the exercises, gaining a thorough understanding of the material in the best way possibleby seeing it in action. This approach also benefits the instructor, who is spared the time-consuming tasks of maintaining a laboratory and taking traces. It can even relieve the anxiety system administrators have about students collecting traces on campus networks!Table of ContentsPreface iii Acknowledgments viii Section 1: Getting Started 1 Introduction 1 Exercise 1.1 Examining a Quiet Network 2 Introduction 2 Configuration 3 Experiment 3 Using the Capture Options Dialog 6 Examining a Short Trace 9 List, Protocol, and Raw Panes 10 Trace Summary Statistics 12 Questions 14 Discussion and Investigation 14 Resources 15 Exercise 1.2 Protocol Layering 16 Introduction 16 Configuration 19 Experiment 19 Protocol Hierarchy Statistics 20 TCP Connection 20 Frame Layer 22 Ethernet Layer 23 Internet Protocol Layer 25 Transport Control Protocol 26 Packet Overview 27 UDP Packets 27 Questions 27 Discussion and Investigation 28 Resources 29 Exercise 1.3 Examining a Busy Network Using Filters 30 Introduction 30 Configuration 31 Experiment 32 Capture Filters 32 Color Filters 34 Display Filters 38 Searching for Packets 39 Questions 39 Discussion and Investigation 40 Resources 40 Section 2: Application Layer Protocols 42 Introduction 42 Exercise 2.1 Under the Hood of HTTP 44 Introduction 44 Configuration 46 Experiment 47 HTTP Get Request 48 HTTP Response 50 Multiple GET Requests per URL 50 Plain Text Data 51 Multiple TCP Streams 54 Questions 54 Discussion and Investigation 55 Resources 56 Exercise 2.2 HTTP Caching,Authorization and Cookies 57 Introduction 57 Configuration 57 Experiment 58 Cookies 58 Authorization Headers 59 Caching Headers 61 Questions 63 Discussion and Investigation 64 Resources 64 Exercise 2.3 FTP – File Transfer Protocol 65 Introduction 65 Configuration 66 Experiment 67 Control Channel 67 Data Channels 71 Questions 73 Discussion and Investigation 74 Resources 75 Exercise 2.4 Sending and Receiving Email with SMTP and POP 76 Introduction 76 Configuration 77 Experiment 78 Outgoing Mail 78 Incoming Mail 81 E-mail Headers 82 No Mail 84 Questions 85 Discussion and Investigation 86 Resources 86 Section 3: Transport Layer Protocols 88 Introduction 88 Exercise 3.1 Introduction to TCP 90 Introduction 90 Configuration 92 Experiment 93 Local TTCP Connection 93 Connection Establishment 94 One-way Data Flow 96 Closing a Connection 97 Connection Statistics 97 Remote SSH Connection 98 Questions 99 Discussion and Investigation 99 Resources 101 Exercise 3.2 Retransmission in TCP 102 Introduction 102 Configuration 103 Experiment 104 Local TTCP Connection 104 SACK Option Negotiated 105 Missing Packets and Retransmission 107 Impact on Sending Rate 109 Remote TTCP Connection 111 Questions 112 Discussion and Investigation 113 Resources 114 Exercise 3.3 Comparing TCP to UDP 115 Introduction 115 Configuration 117 Experiment 117 Using TTCP To Generate TCP and UDP Traffic 118 Normal Data Transfer In TCP 119 Normal Data Transfer In UDP 120 No Receiver Present for TCP and UDP 122 Questions 123 Discussion and Investigation 124 Resources 125 Exercise 3.4 Competing TCP and UDP Streams 126 Introduction 126 Configuration 127 Experiment 128 Two Competing TCP Streams 128 UDP Competing with TCP 132 Two Competing UDP Streams 133 Questions 135 Discussion and Investigation 136 Resources 136 Section 4: Network Layer Protocols 137 Introduction 137 Exercise 4.1 Joining the Internet: Introduction to IP and DHCP 139 Introduction 139 Configuration 142 Experiment 143 Obtaining an IP Address Via DHCP 143 Fragmentation in IPv4 146 Ping Over IPv6 149 Questions 151 Discussion and Investigation 151 Resources 152 Exercise 4.2 Ping and Traceroute 153 Introduction 153 Configuration 156 Experiment 157 Local and Remote Pings 157 Local Traceroute 159 Remote Traceroute 162 Questions 163 Discussion and Investigation 164 Resources 164 Exercise 4.3 Dynamic Routing with RIP 166 Introduction 166 Configuration 168 Experiment 170 No RIP Enabled 170 RIP Enabled on the Endpoints 170 RIP Enabled on All Machines But One 171 RIP Enabled End-to-End 175 Adding a Loop in the Network Graph 177 Adjusting to a Failed Link 178 Open Shortest Path First 178 Questions 180 Discussion and Investigation 181 Resources 181 Exercise 4.4 Border Gateway Protocol 182 Introduction 182 Configuration 184 Experiment 186 Establishing BGP Peering Sessions 186 Withdrawing a Route 188 Repairing a Connection 191 Questions 193 Discussion and Investigation 193 Resources 194 Section 5: Link Layer Protocols 195 Introduction 195 Exercise 5.1 MAC Addresses and the Address Resolution Protocol 197 Introduction 197 Configuration 200 Experiment 201 Address Resolution Protocol 201 MAC Address Spoofing 203 Questions 207 Discussion and Investigation 208 Resources 208 Exercise 5.2 Ethernet 209 Introduction 209 Configuration 213 Experiment 214 Ethernet Switch 214 Ethernet Hub 216 Questions 217 Discussion and Investigation 219 Resources 219 Exercise 5.3 Wireless LANs 220 Introduction 220 Configuration 226 Experiment 227 Beacon Frames 227 WEP Disabled 229 Contents xi Data Frames 231 WEP Enabled 232 Questions 233 Discussion and Investigation 234 Resources 234 Section 6: Security 235 Introduction 235 Exercise 6.1 Encryption 236 Introduction 236 Configuration 238 Experiment 239 Plain Text Telnet Session 239 Encrypted SSH Session 240 Attacks Against SSH 242 Comparing HTTP and HTTPS 243 Questions 246 Discussion and Investigation 247 Resources 248 Exercise 6.2 IP Spoofing and TCP Session Stealing 249 Introduction 249 Configuration 250 Experiment 251 TCP Session Hijacking 252 TCP Session Termination 256 Questions 257 Discussion and Investigation 257 Resources 258 Exercise 6.3 System Vulnerabilities 259 Introduction 259 Configuration 261 Experiment 262 Port Scans 262 Blaster Worm 265 Questions 267 Discussion and Investigation 268 Resources 268 Index 269

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The University of Michigan Press Vidding

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Book SynopsisTraces the history and development of a previously little-known fan practice

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