This document summarizes several research papers that studied the causes and effects of delays in construction projects. It discusses how delays can negatively impact projects by increasing costs and damaging relationships. The literature review identifies common causes of delays including poor planning, lack of coordination between project participants, miscommunication, weather issues, material shortages, and equipment problems. The document examines research from India and other countries that analyzed major factors contributing to delays through surveys and analysis of construction stakeholders. The conclusion categorizes types of delays and reiterates that scheduling and quality management techniques can help minimize delays in construction projects.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Causes of delays on Construction Projects in Kuwait according to opinion of e...IJERA Editor
This paper presents an investigation into analysis of the causes of delays on Construction Projects in Kuwait according to opinion of engineers working in Kuwait. This is achieved through identification of the major causes of delays in the construction industry as reported in literature and using a questionnaire survey to collect the views of the various key players in the Kuwaiti construction industry. The data is analyzed and the views of the groups surveyed discussed and the relative importance index used to rank the causes of delays in the construction industry as per the questionnaire responses obtained. .It is found that the top 10 causes of delays in construction projects in Kuwait are as listed below. Using a lowest price bidding and tendering system Poor performance of the main contractor Inadequate experience or qualifications of main contractor’s staff Delay of payments from client to other parties Poor performance of subcontractors Shortage in the supply of general labour Frequent changes of subcontractors Delay in decision making by the client Poor management of subcontractors Conflict between the main parties to the contract Inappropriate methods used by the main contractor Proposals of ways to effectively prevent delays in the future construction projects managed in Kuwait construction industry were developed from the identified causes delay
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Causes of delays on Construction Projects in Kuwait according to opinion of e...IJERA Editor
This paper presents an investigation into analysis of the causes of delays on Construction Projects in Kuwait according to opinion of engineers working in Kuwait. This is achieved through identification of the major causes of delays in the construction industry as reported in literature and using a questionnaire survey to collect the views of the various key players in the Kuwaiti construction industry. The data is analyzed and the views of the groups surveyed discussed and the relative importance index used to rank the causes of delays in the construction industry as per the questionnaire responses obtained. .It is found that the top 10 causes of delays in construction projects in Kuwait are as listed below. Using a lowest price bidding and tendering system Poor performance of the main contractor Inadequate experience or qualifications of main contractor’s staff Delay of payments from client to other parties Poor performance of subcontractors Shortage in the supply of general labour Frequent changes of subcontractors Delay in decision making by the client Poor management of subcontractors Conflict between the main parties to the contract Inappropriate methods used by the main contractor Proposals of ways to effectively prevent delays in the future construction projects managed in Kuwait construction industry were developed from the identified causes delay
Reasons for the Delay and Cost Overrun in Residential Projects - 2017Sankalp Swarnkar
This work found out the most significant reasons of time and cost overrun for ongoing residential projects, along with this, the study focuses on formulating recommendations for improving construction performance. At the end of this work, I have reached a conclusion that what are common issues that are attributing to time and cost overrun in projects.
A Review of Cost overruns in Construction Project Managementijsrd.com
In construction industry cost is amongst the major considerations throughout the project management life cycle and thus can be regarded as one of the most important parameter of a project and the driving force of project success. Despite of its proven importance it is not uncommon to see a construction project failing to achieve its objectives within the specified cost. Cost overrun is a very frequent phenomenon and is almost associated with nearly all projects in the construction industry. In this paper different type of cost are enlisted and due to the effect of cost overruns enumerated in building projects. Effects Cost overruns are decrease in the building projects so, different methods are used the analysis cost overruns factors and give the top ten ranks.
Effect of construction delays on project time overruneSAT Journals
Abstract The time and cost for performance of a project are usually important to the employer and contractor. About 57% of Indian construction projects are experiencing time overrun. These time overruns always contributed as expensive to all parties. This paper highlights the types of construction delays due to which project suffer time and cost overrun. Construction delay is considered to be one of the recurring problems in the construction industry and it has an adverse effect on project success in terms of time, cost and quality. The construction industry is the tool through which a society achieves its goal of urban and rural development. It is one of the sectors that provides important ingredient for the development of an economy. This paper studies external and internal factors that influence the construction process and outlines the effect of delay in large construction projects. Various media reports shows incidents of extended delays and extensive cost overruns in infrastructure projects. These delayed projects are further can conclude additional delays and this affects an ongoing projects and also new projects which could not be started due to pending projects whose completion date already elongated. Realizing the density of matter this paper studies the performance of previous year 2012 ongoing and also completed projects. These projects are from around 17 various central sectors costing Rs. 1000 crore and above (Mega Projects). Keywords: Delays, Time overrun, Cost overrun, Megaprojects etc
The infrastructure construction sectors are usually complex. Zero risk construction projects are only an
assumption. The objective of this paper is to identify the risks factor associated with the urban infrastructure
construction projects causing delay. The research found that those risks are directly associated to clients,
contractors, sub-contractors that would cause delay in the construction work. Other factors are also
identified such as project, financial, political, technical, market risk, managerial, resource risk, and force
majeure. All risk factors affect the time, cost and quality performance of the construction project. From risk
management perspective, it is the process on which identifies the risks and analyzed with qualitatively and
quantitatively. All associated risks can treat by various mitigation processes and then mitigating method are
monitored to control the risks. Risk management distinguishes between success and failure of a project.
So, Nepal could use it effectively to meet its growing need of infrastructure and job opportunity
Infrastructure plays a vital role in ensuring a sustained growth trajectory for India, it is imperative that we identify the core issues affecting completion of infrastructure projects in India and chalk out initiatives that need to be acted upon in short term as well as long term. This study attempts to identify these pertinent issues.
To Identify the Various Constraints for Delays in Construction Work and Sugge...Harish Rajmane
A constraint is defined as anything that limits an organization or entity from moving toward or achieving its goal. Needs and constraints in a multi-party working situation bring complications in project management. The aim and scope of this project is to identify the constraints in construction project working environment. If constraints are better understood at the outset, it is believed that better performance can be assured. Recognizing and expelling constraints from bottleneck exercises help to lessen instabilities in development procedures and builds the straight forwardness of project management. This study was carried out based on literature review and a questionnaire survey. The data for this study will be gathering through a detailed questionnaire survey. The questionnaire form is forwarded to various construction industries through email and in personal. The objectives of the study are to successfully reduce the constraints which will help to decrease the unnecessary wastage and loss of both money and time because of inadequate planning. Postponement in development project would cause for additional cost and misfortune in budgetary return or different advantages from extend. In this way, delay is expensive for both proprietor and temporary worker. The overview discoveries showed that the main drivers of monetary related deferrals are a result poor cash flow management followed by late payment, insufficient financial resources and financial market instability. The methodology of this thesis work incorporates an itemized investigation of worldwide writing identified with development limitations causes in everywhere throughout the world and gathering of information to set up a survey. Utilizing this questionnaire, a review will be done among contractual workers, experts and designers. The outcome got from this questionnaire will give us extreme reasons for development delay, so we can discover the answer for limit them in future development projects. The aim of this dissertation is to identify the various constraints in construction industry& analyze them on the basis of discussion carried out with experts in locality. The expand-focus principles & techniques will be applied for gathering the various causes from professional literature & also from local experts. This investigation will give a solution for delay in development project by limiting the constraints in development industry.
Cost Overrun Causes Related to the Design Phase in the Egyptian Construction ...World-Academic Journal
Cost overrun is one of the most common problems that threaten any construction project. As the Design phase is responsible for many critical decisions, many of cost overrun causes are related to such phase. This paper aims to identify the most significant causes of cost overrun related to the design phase in the Egyptian construction industry from the point of view of owners, consultant, designers, project managers and contractors. A list of cost overrun causes related to the design phase collected through an extensive literature review, main causes were adapted to the Egyptian construction industry through seven semi-structured interviews. The resultant list was submitted to a questionnaire survey for the impact and frequency quantitative evaluation. the results of the research is expected to help the participants in the design phase to develop more optimized design and avoid the most usual flaws that could led to cost overruns.
A Study of Factors Caused for Time & Cost Overruns in Construction Project & ...IJERA Editor
The Construction industry is one of the key economic industry in India and is the main motivating force in Indian national economy. But, it suffers from a number of problems that affect time, cost and quality performances. Successful management of construction projects is based on three major factors i.e. time, cost and quality. The successful completion of construction projects within the specified time has become the most valuable and challenging task for the Managers, Architects, Engineers and Contractors. How to achieve this task is a problem, which should be solved. The overall objective of this study is to identify the factors resposinle for overruns in time and cost of the construction project and suggest the suitable remedial solutions. Poor planning, implementation and management are the main reasons for time and cost overruns in construction projects in India. Since most of the reasons are well known and can be controlled if a proper arrangement is made
Delay Analysis of Projects and Effects of Delays in the Mining/Manufacturing ...iosrjce
IOSR Journal of Mechanical and Civil Engineering (IOSR-JMCE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of mechanical and civil engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in mechanical and civil engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Causes and Effects of Change Orders on Construction Projects in KuwaitIJERA Editor
This research investigates the change orders in public and private construction projects in Kuwait. The study in this research presents the results of a questionnaire surveying the owners, contractors and consultants on a sample comprising 385 engineers representing the construction industry. The responses to the questionnaire help in identifying the general characteristics of the construction industry in Kuwait as well as ranking the most common causes of changes, their effects on the projects and the control measures to address the changes. The results of the questionnaire indicate that the owner is the most responsible party causing changes. The study identifies that the first cause is change of plans by owner, otherwise increase in cost of the project is the first effect. All changes to design documents are checked and reviewed is the first control.
The alarming rate of project delays in this country needs urgent attention and resolution as one project delay leads to another therefore affecting the growth of any economy or profit-making organization. This alarming rate would possibly go out of one’s hand if strategies are not put in place to curb these phenomena. The Objectives of this research is to critically identify and evaluate the setbacks or factors causing delays in completing projects on time and its effect. The study narrowed its arrows on Prime Ghana projects executed in the country and it was thus conducted with the usage of questionnaires to solicit for the required data for processing. Results from the study divulge that the actual sources of delays in project delivery are; Inadequate financial resources of clients, delays in honoring payment for work done, underestimation of project duration, poor communication between contracting parties, complexity, difficulties in accessing bank credit (client); change orders during construction and others. It was recommended that, initial proper planning and controlling is essential to the client to have proper action plan, procurement plan, and budget plan prepared before commencement of project. Payment schedule must be agreed by the parties involved. On the part of the contractor adequate knowledge of project management, principles, tools and techniques is required to reduce delays. Consultants must plan very well to ensure that contract processes are duly followed, thus approval of drawings, documentation, and other things to reduce variation during construction. They should monitor their assigned work very well by insisting that corrections are done at the appropriate time to reduce or avoid rework.
Investigating the Factors Affecting Delays in Infrastructure ProjectsDr. Amarjeet Singh
Time and expense overruns are regular occurrences in the construction industry all around the world but these are a major concern in developing countries such as India, and their consequences can be extremely harmful when public infrastructure projects are concerned. In India as per the MoS & PI report, as of October 2019, there were 552 delayed construction projects, and the mean time overrun in these 552 delayed projects is29.07 months. Many studies in the literature review previously, have concentrated on a variety of infrastructure risk management issues but there have only been a few studies that have looked into the overall dynamics of infrastructure and how a project's timeline can be affected by changing risk interactions. This article aids in the investigation of the variables and causes of construction delays in infrastructure projects.
Reasons for the Delay and Cost Overrun in Residential Projects - 2017Sankalp Swarnkar
This work found out the most significant reasons of time and cost overrun for ongoing residential projects, along with this, the study focuses on formulating recommendations for improving construction performance. At the end of this work, I have reached a conclusion that what are common issues that are attributing to time and cost overrun in projects.
A Review of Cost overruns in Construction Project Managementijsrd.com
In construction industry cost is amongst the major considerations throughout the project management life cycle and thus can be regarded as one of the most important parameter of a project and the driving force of project success. Despite of its proven importance it is not uncommon to see a construction project failing to achieve its objectives within the specified cost. Cost overrun is a very frequent phenomenon and is almost associated with nearly all projects in the construction industry. In this paper different type of cost are enlisted and due to the effect of cost overruns enumerated in building projects. Effects Cost overruns are decrease in the building projects so, different methods are used the analysis cost overruns factors and give the top ten ranks.
Effect of construction delays on project time overruneSAT Journals
Abstract The time and cost for performance of a project are usually important to the employer and contractor. About 57% of Indian construction projects are experiencing time overrun. These time overruns always contributed as expensive to all parties. This paper highlights the types of construction delays due to which project suffer time and cost overrun. Construction delay is considered to be one of the recurring problems in the construction industry and it has an adverse effect on project success in terms of time, cost and quality. The construction industry is the tool through which a society achieves its goal of urban and rural development. It is one of the sectors that provides important ingredient for the development of an economy. This paper studies external and internal factors that influence the construction process and outlines the effect of delay in large construction projects. Various media reports shows incidents of extended delays and extensive cost overruns in infrastructure projects. These delayed projects are further can conclude additional delays and this affects an ongoing projects and also new projects which could not be started due to pending projects whose completion date already elongated. Realizing the density of matter this paper studies the performance of previous year 2012 ongoing and also completed projects. These projects are from around 17 various central sectors costing Rs. 1000 crore and above (Mega Projects). Keywords: Delays, Time overrun, Cost overrun, Megaprojects etc
The infrastructure construction sectors are usually complex. Zero risk construction projects are only an
assumption. The objective of this paper is to identify the risks factor associated with the urban infrastructure
construction projects causing delay. The research found that those risks are directly associated to clients,
contractors, sub-contractors that would cause delay in the construction work. Other factors are also
identified such as project, financial, political, technical, market risk, managerial, resource risk, and force
majeure. All risk factors affect the time, cost and quality performance of the construction project. From risk
management perspective, it is the process on which identifies the risks and analyzed with qualitatively and
quantitatively. All associated risks can treat by various mitigation processes and then mitigating method are
monitored to control the risks. Risk management distinguishes between success and failure of a project.
So, Nepal could use it effectively to meet its growing need of infrastructure and job opportunity
Infrastructure plays a vital role in ensuring a sustained growth trajectory for India, it is imperative that we identify the core issues affecting completion of infrastructure projects in India and chalk out initiatives that need to be acted upon in short term as well as long term. This study attempts to identify these pertinent issues.
To Identify the Various Constraints for Delays in Construction Work and Sugge...Harish Rajmane
A constraint is defined as anything that limits an organization or entity from moving toward or achieving its goal. Needs and constraints in a multi-party working situation bring complications in project management. The aim and scope of this project is to identify the constraints in construction project working environment. If constraints are better understood at the outset, it is believed that better performance can be assured. Recognizing and expelling constraints from bottleneck exercises help to lessen instabilities in development procedures and builds the straight forwardness of project management. This study was carried out based on literature review and a questionnaire survey. The data for this study will be gathering through a detailed questionnaire survey. The questionnaire form is forwarded to various construction industries through email and in personal. The objectives of the study are to successfully reduce the constraints which will help to decrease the unnecessary wastage and loss of both money and time because of inadequate planning. Postponement in development project would cause for additional cost and misfortune in budgetary return or different advantages from extend. In this way, delay is expensive for both proprietor and temporary worker. The overview discoveries showed that the main drivers of monetary related deferrals are a result poor cash flow management followed by late payment, insufficient financial resources and financial market instability. The methodology of this thesis work incorporates an itemized investigation of worldwide writing identified with development limitations causes in everywhere throughout the world and gathering of information to set up a survey. Utilizing this questionnaire, a review will be done among contractual workers, experts and designers. The outcome got from this questionnaire will give us extreme reasons for development delay, so we can discover the answer for limit them in future development projects. The aim of this dissertation is to identify the various constraints in construction industry& analyze them on the basis of discussion carried out with experts in locality. The expand-focus principles & techniques will be applied for gathering the various causes from professional literature & also from local experts. This investigation will give a solution for delay in development project by limiting the constraints in development industry.
Cost Overrun Causes Related to the Design Phase in the Egyptian Construction ...World-Academic Journal
Cost overrun is one of the most common problems that threaten any construction project. As the Design phase is responsible for many critical decisions, many of cost overrun causes are related to such phase. This paper aims to identify the most significant causes of cost overrun related to the design phase in the Egyptian construction industry from the point of view of owners, consultant, designers, project managers and contractors. A list of cost overrun causes related to the design phase collected through an extensive literature review, main causes were adapted to the Egyptian construction industry through seven semi-structured interviews. The resultant list was submitted to a questionnaire survey for the impact and frequency quantitative evaluation. the results of the research is expected to help the participants in the design phase to develop more optimized design and avoid the most usual flaws that could led to cost overruns.
A Study of Factors Caused for Time & Cost Overruns in Construction Project & ...IJERA Editor
The Construction industry is one of the key economic industry in India and is the main motivating force in Indian national economy. But, it suffers from a number of problems that affect time, cost and quality performances. Successful management of construction projects is based on three major factors i.e. time, cost and quality. The successful completion of construction projects within the specified time has become the most valuable and challenging task for the Managers, Architects, Engineers and Contractors. How to achieve this task is a problem, which should be solved. The overall objective of this study is to identify the factors resposinle for overruns in time and cost of the construction project and suggest the suitable remedial solutions. Poor planning, implementation and management are the main reasons for time and cost overruns in construction projects in India. Since most of the reasons are well known and can be controlled if a proper arrangement is made
Delay Analysis of Projects and Effects of Delays in the Mining/Manufacturing ...iosrjce
IOSR Journal of Mechanical and Civil Engineering (IOSR-JMCE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of mechanical and civil engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in mechanical and civil engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Causes and Effects of Change Orders on Construction Projects in KuwaitIJERA Editor
This research investigates the change orders in public and private construction projects in Kuwait. The study in this research presents the results of a questionnaire surveying the owners, contractors and consultants on a sample comprising 385 engineers representing the construction industry. The responses to the questionnaire help in identifying the general characteristics of the construction industry in Kuwait as well as ranking the most common causes of changes, their effects on the projects and the control measures to address the changes. The results of the questionnaire indicate that the owner is the most responsible party causing changes. The study identifies that the first cause is change of plans by owner, otherwise increase in cost of the project is the first effect. All changes to design documents are checked and reviewed is the first control.
The alarming rate of project delays in this country needs urgent attention and resolution as one project delay leads to another therefore affecting the growth of any economy or profit-making organization. This alarming rate would possibly go out of one’s hand if strategies are not put in place to curb these phenomena. The Objectives of this research is to critically identify and evaluate the setbacks or factors causing delays in completing projects on time and its effect. The study narrowed its arrows on Prime Ghana projects executed in the country and it was thus conducted with the usage of questionnaires to solicit for the required data for processing. Results from the study divulge that the actual sources of delays in project delivery are; Inadequate financial resources of clients, delays in honoring payment for work done, underestimation of project duration, poor communication between contracting parties, complexity, difficulties in accessing bank credit (client); change orders during construction and others. It was recommended that, initial proper planning and controlling is essential to the client to have proper action plan, procurement plan, and budget plan prepared before commencement of project. Payment schedule must be agreed by the parties involved. On the part of the contractor adequate knowledge of project management, principles, tools and techniques is required to reduce delays. Consultants must plan very well to ensure that contract processes are duly followed, thus approval of drawings, documentation, and other things to reduce variation during construction. They should monitor their assigned work very well by insisting that corrections are done at the appropriate time to reduce or avoid rework.
Investigating the Factors Affecting Delays in Infrastructure ProjectsDr. Amarjeet Singh
Time and expense overruns are regular occurrences in the construction industry all around the world but these are a major concern in developing countries such as India, and their consequences can be extremely harmful when public infrastructure projects are concerned. In India as per the MoS & PI report, as of October 2019, there were 552 delayed construction projects, and the mean time overrun in these 552 delayed projects is29.07 months. Many studies in the literature review previously, have concentrated on a variety of infrastructure risk management issues but there have only been a few studies that have looked into the overall dynamics of infrastructure and how a project's timeline can be affected by changing risk interactions. This article aids in the investigation of the variables and causes of construction delays in infrastructure projects.
Investigating the Effectiveness of Construction Practices in Delayed Resident...ijtsrd
Construction schedule delays could also be explained by means of the late completion of construction add comparison of designed schedule of project. If the explanations of the development projects schedule delay are found then the project schedule delay in construction may be reduced. During this study, factors of schedule delay were selected after the past review of literature then arranged them in primary sets. On following the survey outcomes, the highest causative groups and factors that require more consideration of delays in kokan region were explained. Satej R. Desai | A. T. Pawar "Investigating the Effectiveness of Construction Practices in Delayed Residential Projects in Gadhinglaj City through Time and Cost Perspective" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-3 , April 2020, URL: https://www.ijtsrd.com/papers/ijtsrd30530.pdf Paper Url :https://www.ijtsrd.com/engineering/civil-engineering/30530/investigating-the-effectiveness-of-construction-practices-in-delayed-residential-projects-in-gadhinglaj-city-through-time-and-cost-perspective/satej-r-desai
FACTORS AFFECTING DELAYS ON PRIVATE CONSTRUCTION PROJECTSIAEME Publication
Construction Delays is a major of concern in the private projects construction industry in Jordan. With the fact that construction delays are nothing but loss of time and money such study was conducted to identify the factors that causes the construction delays. Therefore three groups consist of consultants, contractors and owners were questioned, Shortage of manpower (skilled, semiskilled, unskilled labor), Delay in the approval of contractor submissions by the engineer, Shortage of materials, The relationship between different subcontractors’ schedules were the most important factors that cause delays in private projects sector in Jordan. Furthermore one way ANOVA analysis conducted to select factors that share agreement between the three groups.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
Causes of delay in indian transportation infrastructure projectseSAT Journals
Abstract A survey on time performance of different types of construction projects in western Maharashtra was conducted to determine the causes of delay and their importance according to each of the project participants, i.e., the owner, consultant and the contractor. Sixty four causes of delay were identified during the research. It seems that the problem is common and notable as 72% of the total infrastructure projects reported by all the respondents were delivered late, whereas only 28% were completed on time. Clients’ respondents indicated that 59% of the public projects they were involved in were delivered late. Consultants’ respondents reported that 62% of the projects they were involved in were completed late. Contractors’ respondents also share the same view and articulated that 77% of the projects they are involved in exceeded the preset duration. The top five important causes of construction delays in transportation infrastructure projects are mainly Land Acquisition, Environmental Impact of the project, financial closure, Change orders by the client, Poor site management and supervision by contractor .Respondent’s opinion about the contribution towards the delay is 50 % respondent feels that delay in the construction in mainly due to the contractor. 40 % of respondent feel that client is mainly responsible for the delay in construction projects. And only 10 % of respondent feel that delay mainly occur due to consultant. It is evident that consultant as a mediator has less responsibility in construction delays. Keywords: Transportation infrastructure projects; Construction delays; Questionnaire survey; Relative importance index.
Similar to IRJET- To Study the Causes and Effects of Delays in Construction Project (20)
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
Contact with Dawood Bhai Just call on +92322-6382012 and we'll help you. We'll solve all your problems within 12 to 24 hours and with 101% guarantee and with astrology systematic. If you want to take any personal or professional advice then also you can call us on +92322-6382012 , ONLINE LOVE PROBLEM & Other all types of Daily Life Problem's.Then CALL or WHATSAPP us on +92322-6382012 and Get all these problems solutions here by Amil Baba DAWOOD BANGALI
#vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore#blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #blackmagicforlove #blackmagicformarriage #aamilbaba #kalajadu #kalailam #taweez #wazifaexpert #jadumantar #vashikaranspecialist #astrologer #palmistry #amliyaat #taweez #manpasandshadi #horoscope #spiritual #lovelife #lovespell #marriagespell#aamilbabainpakistan #amilbabainkarachi #powerfullblackmagicspell #kalajadumantarspecialist #realamilbaba #AmilbabainPakistan #astrologerincanada #astrologerindubai #lovespellsmaster #kalajaduspecialist #lovespellsthatwork #aamilbabainlahore #Amilbabainuk #amilbabainspain #amilbabaindubai #Amilbabainnorway #amilbabainkrachi #amilbabainlahore #amilbabaingujranwalan #amilbabainislamabad
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.