Find Jobs
Hire Freelancers

Applying Machine learning Algorithm for Android test case generation

$30-250 USD

Closed
Posted over 5 years ago

$30-250 USD

Paid on delivery
Introduction Automated testing techniques basically run a subject app and generate UI events to explore the app. The exploration strategies can be random or systematic (i.e., guided by a model of the app). The challenge is to generate as many relevant inputs as possible to maximize the coverage of the exploration. Testing has to ensure that all the available activities within the app are explored and that certain hard-to-reach states of activity windows are reached. It also has to do so in a practical amount of time. Problem -Existing approaches to automated testing for Android apps cannot effectively manage the transitions between activities, e.g., too rarely or too often. Besides, some techniques need to repeatedly restart from scratch and revisit every intermediate activity to reach a specific one, which leads to unnecessarily long transitions and wasted time. -Numbers of test generation techniques and tools are proposed in the literature, which share the common goal of maximizing activity coverage and discover potential faults. However, existing approaches lack an effective method to manage the exploration of all activities.
Project ID: 18402929

About the project

8 proposals
Remote project
Active 5 yrs ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
8 freelancers are bidding on average $131 USD for this job
User Avatar
I have extensive experience in the domains of Natural Language Processing, Recommender Systems,Machine learning,Data Minning, Deep Learning, Computer Vision, and Reinforcement Learning. While working in the domains mentioned above, I have worked used frameworks like TensorFlow, Scikit-learn, PyTorch,STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm,NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM,FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA, Fuzzy classification I’m honest, creative and a unique person to carry out your tasks given to me. Leaving your project on our hand is a privileged; we'll make sure that the project is done in a perfect way and do our best until you satisfied. I would love to discuss this project with you and meet your exact requirements. I am confident I can provide you with top notch materials that will fit your needs. I'm proud my work on being professional, of the highest quality and always delivered on time. you can hire me directly through this link https://www.freelancer.com/u/olaideejiwole
$30 USD in 1 day
4.9 (17 reviews)
4.9
4.9
User Avatar
Hi There I am currently working as Machine Learning expert. I have 2+ years’ experience in this field. I have expertise in python as well as matlab. Would love to take up this project. Thanks Utkarsh
$80 USD in 3 days
5.0 (3 reviews)
2.2
2.2
User Avatar
Hi, this is amar I am a Team Leader of experienced web & mobile developers with a Bachelor of software from the Pacific National University(PNU) and more than 8+ years of experience in Developing. We have a solid experience : Swift, Java, Objective-C, Kotlin, Unity, HTML, CSS, JavaScript, XML, AJAX, JSON, JQuery as well as Angular, React, Vue PHP5, Codelgniter, Wordpress, MySQL, Python . For the last 5+ years I've been working for JavaScript Angular, React and Vue Mobile Swift, Xamarin, Java for Android Augmented/Virtual Reality with High Mathemathical capabilities. New Features (one year) Bitcoin, BitCash, Litecoin, Dogecoin, Ethereum, Flashcoin, PIVX, Syscoin, Vivo, Whitecoin, Build Mining System. Withdraw wallets. Especially, We are Best Experts of ERP, SAP, OCR, Face Recognition and we have our own Engine for OCR and FR. We are all hard-working guys, Wordpress Development, Competitor Analysis and much more.
$155 USD in 3 days
0.0 (0 reviews)
0.0
0.0
User Avatar
You don’t just want the job to be done, do you? You want somebody who asks questions, suggests ways to improve your apps and tries to understand you, your vision and value of your app or product. You want to be able to work more on your business and less on finding people to work with. To be able to worry less about the product you will receive and if you receive it in time. You also want that kind of product which is simple, easy to use and user loves it, correct? I worked with clients and done my best to build a great product for them. I can help you with following skills. 1. Mathematics: Numerical method, Calculus, Algebra and Optimization 2. Machine learning and Artificial intelligence 3. Programming languages: C, C++, Java, Python, Matlab 4. Artificial intelligence, Machine learning, Deep learning 5. AR and VR Don’t worry! You don’t have to actually give me the project if we're not a good fit so feel free to do it without any worries. Best Regards, AASHUTOSH :)
$100 USD in 3 days
0.0 (0 reviews)
0.0
0.0
User Avatar
working experience in AI & Deep learing. will meet enough quality on time
$111 USD in 6 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Goodmorning, We have similar experience in this task and we love to complete this task on schedule time and budget. Thank you
$248 USD in 10 days
0.0 (0 reviews)
0.0
0.0
User Avatar
Hello there, I am an analytics consultant with more than 6 years of experience working with clients across the globe on statistical data analysis projects , machine learning projects and proficient in R and python languages. Please ping for further discussion. Thank you Yash
$222 USD in 3 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of MALAYSIA
Kuala Lumpur, Malaysia
4.4
13
Payment method verified
Member since Mar 6, 2015

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.