CE - Ultimate Project Ideas for Computer Engineering

Hello,
I have got ton's of topics added regarding projects for computer engineering have a look below and choose a topic and go ahead..
๐Ÿ˜€

DATA MINING BASED PROJECTS

    1. Building a Multiple-Criteria Negotiation Support System
  1. An Exploratory Study of Database Integration Processes
  2. COFI approach for Mining Frequent Item sets
  3. Online Random Shuffling of Large Database Tables
  4. A Flexible Content Adaptation System Using a Rule-Based Approach
  5. Efficient Revalidation of XML Documents
  6. Practical Algorithms and Lower Bounds for Similarity Search in Massive Graphs
  7. Enhancing the Effectiveness of Clustering with Spectra Analysis
  8. Efficient Monitoring Algorithm for Fast News Alerts
  9. Top-k Monitoring in Wireless Sensor Networks
  10. Frequent Closed Sequence Mining without Candidate Maintenance
  11. Maintaining Strong Cache Consistency for the Domain Name System
  12. Efficient Skyline and Top-k Retrieval in Subspaces
  13. Efficient Process of Top-k Range-Sum Queries over Multiple Streams with Minimized Global Error
  14. Fast Nearest Neighbor Condensation for Large Data Sets Classification
  15. Wildcard Search in Structured Peer-to-Peer Networks
  16. Neural-Based Learning Classifier Systems
  17. Discovering Frequent Agreement Sub trees from Phylogenetic Data
  18. Watermarking Relational Databases Using Optimization-Based Techniques
  19. Extracting Actionable Knowledge from Decision Trees
  20. A Requirements Driven Framework for Benchmarking Semantic Web Knowledge Base Systems
  21. The Threshold Algorithm: From Middleware Systems to the Relational Engine
  22. Rank Aggregation for Automatic Schema Matching
  23. Rule Extraction from Support Vector Machines: A Sequential Covering Approach
  24. Efficient Computation of Iceberg Cubes by Bounding Aggregate Functions
  25. A Note on Linear Time Algorithms for Maximum Error Histograms
  26. Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional Classification
  27. An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data
  28. A Method for Estimating the Precision of Place name Matching
  29. Efficiently Querying Large XML Data Repositories: A Survey
  30. Graph-Based Analysis of Human Transfer Learning Using a Game Tested
  31. Evaluating Universal Quantification in XML
  32. Customer Profiling & Segmentation using Data Mining Techniques
  33. Efficient Frequent Item set Mining Using Global Profit Weighted (GPW) Support Threshold
  34. Fast Algorithms for Frequent Item set Mining using FP-Trees
  35. Mining Confident Rules without Support Requirement
  36. Mining Frequent Item set without Support Threshold
  37. unified framework for utility based measures
  38. An Adaptation of the Vector-Space Model for Ontology-Based Information Retrieval
  39. The Google Similarity Distance
  40. Reverse Nearest Neighbors Search in Ad Hoc Subspaces
  41. Quality-Aware Sampling and Its Applications in Incremental Data Mining
  42. An Exact Data Mining Method for Finding Center Strings and All Their Instances
  43. Negative Samples Analysis in Relevance Feedback
  44. Bayesian Networks for Knowledge-Based Authentication
  45. Continuous Nearest Neighbor Queries over Sliding Windows
  46. The Concentration of Fractional Distances
  47. Efficient Approximate Query Processing in Peer-to-Peer Networks
  48. Ontology-Based Service Representation and Selection
  49. Compressed Hierarchical Mining of Frequent Closed Patterns from Dense Data Sets
  50. Semi-supervised Regression with Co-training-Style Algorithms
  51. Evaluation of Clustering with Banking Credit Card segment
  52. An efficient clustering algorithm for huge dimensional database
  53. Novel approach for Targeted Association Querying
  54. Hiding Sensitive Association Rules with Limited Side Effects
  55. A Relation-Based Search Engine in Semantic Web
  56. Classifier Ensembles with a Random Linear Oracle
  57. An Efficient Web Page Change Detection System Based on an Optimized Hungarian Algorithm
  58. Mining Nonambiguous Temporal Patterns for Interval-Based Events
  59. Peer-to-Peer in Metric Space and Semantic Space
  60. Adaptive Index Utilization in Memory-Resident Structural Joins
  61. On Three Types of Covering-Based Rough Sets
  62. Discovering Frequent Generalized Episodes When Events Persist for Different Durations
  63. Efficient and Scalable Algorithms for Inferring Likely Invariants in Distributed Systems
  64. Mining Closed Frequent item set using CHARM algorithm
  65. Integrating Constraints and Metric Learning in Semi-Supervised Clustering
  66. Foundational Approach to Mining Item set Utilities from Databases
  67. Fast Frequent Pattern Mining
  68. Evaluation for Mining Share Frequent item sets Containing Infrequent Subsets

IMAGE PROCESSING BASED PROJECTS


  1. An Efficient Phase and Object Estimation Scheme for Phase-Diversity Time Series Data
  2. A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields
  3. LCD Motion Blur Reduction: A Signal Processing Approach
  4. A Lossless Compression Scheme for Bayer Color Filter Array Images
  5. Optimal Sensor Array Configuration in Remote Image Formation
  6. Image Classification Using Correlation Tensor Analysis
  7. Orthogonal Rotation-Invariant Moments for Digital Image Processing
  8. Generalized Flooding and Multicue PDE-Based Image Segmentation
  9. Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching
  10. Weighted Adaptive Lifting-Based Wavelet Transform for Image Coding
  11. A Run-Based Two-Scan Labeling Algorithm
  12. Using Spanning Graphs for Efficient Image Registration
  13. Continuous Sampling in Mutual-Information Registration
  14. Universal Impulse Noise Filter Based on Genetic Programming
  15. Active Learning Methods for Interactive Image Retrieval
  16. Analysis and Compensation of Rolling Shutter Effect
  17. Automatic Active Model Initialization via Poisson Inverse Gradient
  18. FIR Filter Banks for Hexagonal Data Processing
  19. Wavelet Feature Selection for Image Classification
  20. Robust Control-Based Object Tracking
  21. Binary Partition Trees for Object Detection
  22. A Sparsity-Enforcing Method for Learning Face Features
  23. A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration
  24. Mode-kn Factor Analysis for Image Ensembles
  25. Preferential Image Segmentation Using Trees of Shapes
  26. A Shearlet Approach to Edge Analysis and Detection
  27. Study on Huber Fractal Image Compression
  28. Spherical Coding Algorithm for Wavelet Image Compression
  29. Multiple Description Coding With Prediction Compensation
  30. Signal and Image Approximation Using Interval Wavelet Transform
  31. Face Verification With Balanced Thresholds
  32. Optimal Signature Design for Spread-Spectrum Steganography

NETWORKING(MOBILE PHONE) BASED PROJECTS


  1. An Efficient Packet Scheduling Algorithm With Deadline Guarantees for Input-Queued Switches
  2. Scalability of Wireless Networks
  3. Class Bench: A Packet Classification Benchmark
  4. Fairness and Load Balancing in Wireless LANs Using Association Control
  5. Reliable Multi-path Provisioning for High-Capacity Backbone Mesh Networks
  6. Limitations of Equation-Based Congestion Control
  7. Performance Improvement of Two-Dimensional Packet Classification by Filter Rephrasing
  8. A Queuing-Theoretic Foundation of Available Bandwidth Estimation: Single-Hop Analysis
  9. Waveband Switching for Dynamic Traffic Demands in Multi-granular Optical Networks
  10. Distribution of Path Durations in Mobile Ad Hoc Networks and Path Selection
  11. Distributed Optimal Self-Organization in Ad Hoc Wireless Sensor Networks
  12. A Unified Framework for Max-Min and Min-Max Fairness With Applications
  13. On Shortest Path Representation
  14. A Network Calculus With Effective Bandwidth
  15. A Framework for Evaluating the Performance of Cluster Algorithms for Hierarchical Networks
  16. Distributed Algorithms for Secure Multi-path Routing in Attack-Resistant Networks
  17. Optimal Scheduling and Routing for Maximum Network Throughput
  18. Two Techniques for Fast Computation of Constrained Shortest Paths
  19. Improved Quasi-Path Restoration in Mesh Networks
  20. A Geometric Approach to Improving Active Packet Loss Measurement
  21. A Scalable Call Admission Control Algorithm
  22. Efficient Broadcasting Using Network Coding
  23. Statistical Techniques for Detecting Traffic Anomalies Through Packet Header Data
  24. A Model-Based Approach to Evaluation of the Efficacy of FEC Coding in Combating Network Packet Losses
  25. Faster Algorithms for Construction of Recovery Trees Enhancing QoP and QoS
  26. A Wavelet-Based Approach to Detect Shared Congestion
  27. Optimal Communication Complexity of Generic Multicast Key Distribution
  28. Reliable Routings in Networks With Generalized Link Failure Events
  29. Optimal and Distributed Protocols for Cross-Layer Design of Physical and Transport Layers in MANETs
  30. Traffic Modeling and Proportional Partial Caching for Peer-to-Peer Systems
  31. On Static and Dynamic Partitioning Behavior of Large-Scale P2P Networks
  32. Scalability of Network-Failure Resilience: Analysis Using Multi-Layer Probabilistic Graphical Models
  33. Maintaining Colored Trees for Disjoint Multi-path Routing Under Node Failures
  34. High-Performance Self-Routing Algorithm for Multiprocessor Systems with Shuffle Interconnections
  35. Optical Switching Networks with Minimum number of Limited Range Wavelength Converters
  36. Waveband Switching for Dynamic Traffic Demands in Multi-granular Optical Networks
  37. Network implementation through port numbers

Replies

  • zaanrider
    zaanrider
    Excellent..thanks alot...
  • jhbalaji
    jhbalaji
    zaanrider
    Excellent..thanks alot...
    Welcome Dude... ๐Ÿ˜€
  • Sahithi Pallavi
    Sahithi Pallavi
    Oh! you have done a fantastic job balaji...It is very useful for us..



    WINNERS DONT DO DIFFERENT THINGS....THEY DO THINGS DIFFERENTLY........
  • Dripto
    Dripto
    1.Face Verification With Balanced Thresholds
    2. Efficient Broadcasting Using Network Coding : Can u tell me a bit more on these two ?
  • jiya
    jiya
    plz help me for my final year project. i m doing software engineering. i m interested in assembly language.
  • jhbalaji
    jhbalaji
    sahithi pallavi
    Oh! you have done a fantastic job balaji...It is very useful for us..



    WINNERS DONT DO DIFFERENT THINGS....THEY DO THINGS DIFFERENTLY........
    Well thanks for that ๐Ÿ˜€
    Bit busy with stuffs
    Sorry for late reply ๐Ÿ˜€
  • jhbalaji
    jhbalaji
    jiya
    plz help me for my final year project. i m doing software engineering. i m interested in assembly language.
    Can i freak out about the MainFrame ๐Ÿ˜€
    Do you need it??

    Else give me what type of architecture on you need
    Whether on 8080, 8086, Z80, 8051, 6502, 68K, and so on
  • ROBERTTHEHERO
    ROBERTTHEHERO
    i need a networking project . i m in 3rd year now plzz can som1 gimme a networking project plzzzz

    all of u must hav must hav made a networking project in dere colg dayz
    plzz guyz
    dey must hav made a backup of it

    plzzz
  • Mahesh Dahale
    Mahesh Dahale
    ROBERTTHEHERO
    i need a networking project . i m in 3rd year now plzz can som1 gimme a networking project plzzzz

    all of u must hav must hav made a networking project in dere colg dayz
    plzz guyz
    dey must hav made a backup of it

    plzzz
    Welcome To CE Family....

    * Please do not use SMS language while posting on CE Forums.

    #-Link-Snipped-#

    #-Link-Snipped-#
  • ROBERTTHEHERO
    ROBERTTHEHERO
    Name karan khanna

    *Engineering Trade
    : CSE

    Location: Delhi

    *Occupation
    : Student

    Work Experience
    : -

    *Hobbies & Interests
    : playin comp games, swimming,footbALL ETC

    *Aim in life
    : to become a database admin

    *I joined CrazyEngineers because: i was googling for my project and found dis site very intresting so joined


    i m a 3rd year student i hav to make a networking project
    a coding in som language which shud generate an application which shud be doing somthing related to network like analyzing network traffic somthing like that

    all of the engineers here must hav done a networking prj in dere student life or dey can help via som links
    guyz i really need this project plzz help
  • Kaustubh Katdare
    Kaustubh Katdare
    Welcome to CE, Karan ๐Ÿ˜€ . We hope you will enjoy CE and help us spread the word among your friends.

    Please post your query in appropriate section. For project related issues, we've project ideas section ๐Ÿ˜€
  • vamsiyn
    vamsiyn
    hi,im a final year cse student,in my college the constraints for doing the project are:
    1)it should not be purely a web based project
    2)it should not be purely a database based project

    and their main concentration is that "what is your effort in the project " if it is already existing,hope you got my point,please suggest me a project idea very soon.
    Thank you
  • Vega
    Vega
    Choose any simple subject that satisfies the criterian. As you start working on it you will get to know that there are many things to do in it as YOUR CONTRIBUTION.
  • Ashraf HZ
    Ashraf HZ
    Welcome to CE, Robert!

    Networking is a very interesting realm, with many cool projects you can create.
  • sumith123
    sumith123
    add these also to the list of network based projects

    Sensor fusion using Neural networks
    Space time communication system
  • kamalanagasaina
    kamalanagasaina
    Hai this is kamala .i want some project ideas on .net platform with abstract.can u provide me
    jhbalaji
    Hello,
    I have got ton's of topics added regarding projects for computer engineering have a look below and choose a topic and go ahead..
    ๐Ÿ˜€

    DATA MINING BASED PROJECTS

      1. Building a Multiple-Criteria Negotiation Support System
    1. An Exploratory Study of Database Integration Processes
    2. COFI approach for Mining Frequent Item sets
    3. Online Random Shuffling of Large Database Tables
    4. A Flexible Content Adaptation System Using a Rule-Based Approach
    5. Efficient Revalidation of XML Documents
    6. Practical Algorithms and Lower Bounds for Similarity Search in Massive Graphs
    7. Enhancing the Effectiveness of Clustering with Spectra Analysis
    8. Efficient Monitoring Algorithm for Fast News Alerts
    9. Top-k Monitoring in Wireless Sensor Networks
    10. Frequent Closed Sequence Mining without Candidate Maintenance
    11. Maintaining Strong Cache Consistency for the Domain Name System
    12. Efficient Skyline and Top-k Retrieval in Subspaces
    13. Efficient Process of Top-k Range-Sum Queries over Multiple Streams with Minimized Global Error
    14. Fast Nearest Neighbor Condensation for Large Data Sets Classification
    15. Wildcard Search in Structured Peer-to-Peer Networks
    16. Neural-Based Learning Classifier Systems
    17. Discovering Frequent Agreement Sub trees from Phylogenetic Data
    18. Watermarking Relational Databases Using Optimization-Based Techniques
    19. Extracting Actionable Knowledge from Decision Trees
    20. A Requirements Driven Framework for Benchmarking Semantic Web Knowledge Base Systems
    21. The Threshold Algorithm: From Middleware Systems to the Relational Engine
    22. Rank Aggregation for Automatic Schema Matching
    23. Rule Extraction from Support Vector Machines: A Sequential Covering Approach
    24. Efficient Computation of Iceberg Cubes by Bounding Aggregate Functions
    25. A Note on Linear Time Algorithms for Maximum Error Histograms
    26. Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional Classification
    27. An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data
    28. A Method for Estimating the Precision of Place name Matching
    29. Efficiently Querying Large XML Data Repositories: A Survey
    30. Graph-Based Analysis of Human Transfer Learning Using a Game Tested
    31. Evaluating Universal Quantification in XML
    32. Customer Profiling & Segmentation using Data Mining Techniques
    33. Efficient Frequent Item set Mining Using Global Profit Weighted (GPW) Support Threshold
    34. Fast Algorithms for Frequent Item set Mining using FP-Trees
    35. Mining Confident Rules without Support Requirement
    36. Mining Frequent Item set without Support Threshold
    37. unified framework for utility based measures
    38. An Adaptation of the Vector-Space Model for Ontology-Based Information Retrieval
    39. The Google Similarity Distance
    40. Reverse Nearest Neighbors Search in Ad Hoc Subspaces
    41. Quality-Aware Sampling and Its Applications in Incremental Data Mining
    42. An Exact Data Mining Method for Finding Center Strings and All Their Instances
    43. Negative Samples Analysis in Relevance Feedback
    44. Bayesian Networks for Knowledge-Based Authentication
    45. Continuous Nearest Neighbor Queries over Sliding Windows
    46. The Concentration of Fractional Distances
    47. Efficient Approximate Query Processing in Peer-to-Peer Networks
    48. Ontology-Based Service Representation and Selection
    49. Compressed Hierarchical Mining of Frequent Closed Patterns from Dense Data Sets
    50. Semi-supervised Regression with Co-training-Style Algorithms
    51. Evaluation of Clustering with Banking Credit Card segment
    52. An efficient clustering algorithm for huge dimensional database
    53. Novel approach for Targeted Association Querying
    54. Hiding Sensitive Association Rules with Limited Side Effects
    55. A Relation-Based Search Engine in Semantic Web
    56. Classifier Ensembles with a Random Linear Oracle
    57. An Efficient Web Page Change Detection System Based on an Optimized Hungarian Algorithm
    58. Mining Nonambiguous Temporal Patterns for Interval-Based Events
    59. Peer-to-Peer in Metric Space and Semantic Space
    60. Adaptive Index Utilization in Memory-Resident Structural Joins
    61. On Three Types of Covering-Based Rough Sets
    62. Discovering Frequent Generalized Episodes When Events Persist for Different Durations
    63. Efficient and Scalable Algorithms for Inferring Likely Invariants in Distributed Systems
    64. Mining Closed Frequent item set using CHARM algorithm
    65. Integrating Constraints and Metric Learning in Semi-Supervised Clustering
    66. Foundational Approach to Mining Item set Utilities from Databases
    67. Fast Frequent Pattern Mining
    68. Evaluation for Mining Share Frequent item sets Containing Infrequent Subsets

    IMAGE PROCESSING BASED PROJECTS


    1. An Efficient Phase and Object Estimation Scheme for Phase-Diversity Time Series Data
    2. A Recursive Model-Reduction Method for Approximate Inference in Gaussian Markov Random Fields
    3. LCD Motion Blur Reduction: A Signal Processing Approach
    4. A Lossless Compression Scheme for Bayer Color Filter Array Images
    5. Optimal Sensor Array Configuration in Remote Image Formation
    6. Image Classification Using Correlation Tensor Analysis
    7. Orthogonal Rotation-Invariant Moments for Digital Image Processing
    8. Generalized Flooding and Multicue PDE-Based Image Segmentation
    9. Maximum Likelihood Wavelet Density Estimation With Applications to Image and Shape Matching
    10. Weighted Adaptive Lifting-Based Wavelet Transform for Image Coding
    11. A Run-Based Two-Scan Labeling Algorithm
    12. Using Spanning Graphs for Efficient Image Registration
    13. Continuous Sampling in Mutual-Information Registration
    14. Universal Impulse Noise Filter Based on Genetic Programming
    15. Active Learning Methods for Interactive Image Retrieval
    16. Analysis and Compensation of Rolling Shutter Effect
    17. Automatic Active Model Initialization via Poisson Inverse Gradient
    18. FIR Filter Banks for Hexagonal Data Processing
    19. Wavelet Feature Selection for Image Classification
    20. Robust Control-Based Object Tracking
    21. Binary Partition Trees for Object Detection
    22. A Sparsity-Enforcing Method for Learning Face Features
    23. A Fast Multilevel Algorithm for Wavelet-Regularized Image Restoration
    24. Mode-kn Factor Analysis for Image Ensembles
    25. Preferential Image Segmentation Using Trees of Shapes
    26. A Shearlet Approach to Edge Analysis and Detection
    27. Study on Huber Fractal Image Compression
    28. Spherical Coding Algorithm for Wavelet Image Compression
    29. Multiple Description Coding With Prediction Compensation
    30. Signal and Image Approximation Using Interval Wavelet Transform
    31. Face Verification With Balanced Thresholds
    32. Optimal Signature Design for Spread-Spectrum Steganography

    NETWORKING(MOBILE PHONE) BASED PROJECTS


    1. An Efficient Packet Scheduling Algorithm With Deadline Guarantees for Input-Queued Switches
    2. Scalability of Wireless Networks
    3. Class Bench: A Packet Classification Benchmark
    4. Fairness and Load Balancing in Wireless LANs Using Association Control
    5. Reliable Multi-path Provisioning for High-Capacity Backbone Mesh Networks
    6. Limitations of Equation-Based Congestion Control
    7. Performance Improvement of Two-Dimensional Packet Classification by Filter Rephrasing
    8. A Queuing-Theoretic Foundation of Available Bandwidth Estimation: Single-Hop Analysis
    9. Waveband Switching for Dynamic Traffic Demands in Multi-granular Optical Networks
    10. Distribution of Path Durations in Mobile Ad Hoc Networks and Path Selection
    11. Distributed Optimal Self-Organization in Ad Hoc Wireless Sensor Networks
    12. A Unified Framework for Max-Min and Min-Max Fairness With Applications
    13. On Shortest Path Representation
    14. A Network Calculus With Effective Bandwidth
    15. A Framework for Evaluating the Performance of Cluster Algorithms for Hierarchical Networks
    16. Distributed Algorithms for Secure Multi-path Routing in Attack-Resistant Networks
    17. Optimal Scheduling and Routing for Maximum Network Throughput
    18. Two Techniques for Fast Computation of Constrained Shortest Paths
    19. Improved Quasi-Path Restoration in Mesh Networks
    20. A Geometric Approach to Improving Active Packet Loss Measurement
    21. A Scalable Call Admission Control Algorithm
    22. Efficient Broadcasting Using Network Coding
    23. Statistical Techniques for Detecting Traffic Anomalies Through Packet Header Data
    24. A Model-Based Approach to Evaluation of the Efficacy of FEC Coding in Combating Network Packet Losses
    25. Faster Algorithms for Construction of Recovery Trees Enhancing QoP and QoS
    26. A Wavelet-Based Approach to Detect Shared Congestion
    27. Optimal Communication Complexity of Generic Multicast Key Distribution
    28. Reliable Routings in Networks With Generalized Link Failure Events
    29. Optimal and Distributed Protocols for Cross-Layer Design of Physical and Transport Layers in MANETs
    30. Traffic Modeling and Proportional Partial Caching for Peer-to-Peer Systems
    31. On Static and Dynamic Partitioning Behavior of Large-Scale P2P Networks
    32. Scalability of Network-Failure Resilience: Analysis Using Multi-Layer Probabilistic Graphical Models
    33. Maintaining Colored Trees for Disjoint Multi-path Routing Under Node Failures
    34. High-Performance Self-Routing Algorithm for Multiprocessor Systems with Shuffle Interconnections
    35. Optical Switching Networks with Minimum number of Limited Range Wavelength Converters
    36. Waveband Switching for Dynamic Traffic Demands in Multi-granular Optical Networks
    37. Network implementation through port numbers
  • kalpana wani
    kalpana wani
    hello
    i am new member of crazyengineer
    i want to do project in data mining, i saw the given list of data mining from where i can get details of following titles

    1) Integrating Constraints and Metric Learning in Semi-Supervised Clustering

    2) An Efficient Web Page Change Detection System Based on an Optimized Hungarian Algorithm

    3)Ontology-Based Service Representation and Selection

    4) Online Random Shuffling of Large Database Tables

    Also can u tell me any project idea related to data preprocessing and application of supervised and unsupervised learning techniques.
  • Chinu1
    Chinu1
    Thank you so much for this sharing... Its very useful for me...

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