Publications

Journal Papers (SCI/SCIE)

Imran Ashraf, Yousaf Bin Zikria, Soojung Hur, and Yongwan Park. A Comprehensive Analysis of Magnetic Field Based Indoor Positioning With Smartphones: Opportunities, Challenges and Practical Limitations . IEEE Access, 8, 228548-228571, 2020. IF: 4.098.

F Rustam, AA Reshi, Imran Ashraf, A Mehmood, S Ullah, and GS Choi. Sensor-based Human Activity Recognition using Deep Stacked Multilayered Perceptron Model. IEEE Access, 8, 218898-218910 , 2020. IF: 4.098.

Imran Ashraf, Soojung Hur, and Yongwan Park. The IPIN 2019 Indoor Localisation Competition-Description and Results . IEEE Access, 8, 206674-206718, 2020. IF: 4.098.

Imran Ashraf, Soojung Hur, and Yongwan Park. An Investigative Analysis on Finding Patterns in Co-Author and Co-Institution Networks for LIDAR Research . International Arab Journal of Information Technology, 17(6), 875-884, 2020. IF: 0.742.

M Umer, Imran Ashraf, A Mehmood, S Kumari, S Ulllah, and Gyu Sang Choi. Sentiment analysis of tweets using a unified convolutional neural network‐long short‐term memory network model . Computational Intelligence, 2020. IF: 1.196.

R Majeed, NA Abdullah, Imran Ashraf, YB Zikria, MF Mushtaq, and Muhammad Umer. An Intelligent, Secure, and Smart Home Automation System. Scientific Programming, 2020. IF: 1.22.

M Umer, Imran Ashraf, A Mehmood, S Ulllah, and Gyu Sang Choi. Predicting numeric ratings for Google apps using text features and ensemble learning . ETRI Journal, 2020. IF: 1.24.

Imran Ashraf, M Umer, R Majeed, A Mehmood, W Aslam, MN Yasir, and Gyu Sang Choi. Home automation using general purpose household electric appliances with Raspberry Pi and commercial smatphone. PloS one, 15(9), e0238480, 2020. IF: 2.870.

Imran Ashraf, Soojung Hur, and Yongwan Park. Smartphone Sensor Based Indoor Positioning: Current Status, Opportunities, and Future Challenges. Electronics, 9(6), 891, 2020. IF: 2.412.

Imran Ashraf, Soojung Hur, and Yongwan Park. Enhancing Performance of Magnetic Field Based Indoor Localization Using Magnetic Patterns from Multiple Smartphones . Sensors, Switzerland, 20(9), 2704, 2020. IF: 3.275.

Imran Ashraf, Soojung Hur, and Yongwan Park. MINLOC: Magnetic Field Patterns-Based Indoor Localization Using Convolutional Neural Networks . IEEE Access, 8, 66213-66227, 2020. IF: 3.745.

Madiha Khalid, Imran Ashraf, Arif Mehmood, Saleem Ullah, Maqsood Ahmad, and Gyu Sang Choi. GBSVM: Sentiment Classification from Unstructured Reviews Using Ensemble Classifier. Applied Sciences, 10(8), 2788, 2020. IF: 2.474.

Imran Ashraf, Soojung Hur, and Yongwan Park. DeepLocate: Smartphone Based Indoor Localization with a Deep Neural Network Ensemble Classifier. Sensors, Switzerland, 20(1), 133, 2020. IF: 3.275.

Imran Ashraf, Soojung Hur, and Yongwan Park. Indoor Positioning on Disparate Commercial Smartphones Using Wi-Fi Access Points Coverage Area. Sensors, Switzerland, 19(19), 4351, 2019. IF: 3.031.

Furqan Rustam, Imran Ashraf, Arif Mehmood, Saleem Ullah, and Gyu Sang Choi. Tweets Classification on the Base of Sentiments for US Airline Companies. Entropy, Switzerland, 21(11), 1078, 2019. IF: 2.494.

Imran Ashraf, Soojung Hur, and Yongwan Park. Floor Identification Using Magnetic Field Data With Smartphone Sensors. Sensors, Switzerland, 19(11), 2538, 2019. IF: 3.275.

Imran Ashraf, Soojung Hur, and Yongwan Park. Application of Deep Convolutional Neural Networks and Smartphone Sensors in Indoor Localization. Applied Sciences, Switzerland, 9(11), 2337, 2019. IF: 2.474.

Imran Ashraf, Soojung Hur, Muhammad Shafiq, and Yongwan Park. Catastrophic Factors Involved in Urban Road Accidents Underlying Causes and Descriptive Analysis. PLOS ONE, 14(10), 2019. IF: 2.870.

Imran Ashraf, Soojung Hur, Muhammad Shafiq, Saru Kumari, and Yongwan Park. GUIDE- Smartphone Sensors based pedestrian Indoor Localization With Heterogeneous Devices. International Journal of Communication Systems, Wiley, 32(15), e4062, 2019. IF: 1.319.

Muhammad Shafiq, Pankaj Singh, Imran Ashraf, Maqbool Ahmad, Amjad Ali, Azeem irshad, Muhammad Khalil Afzal, and Jin-Ghoo Choi. Ranked Sense Multiple Access Control Protocol for Multichannel Cognitive Radio Based IoT Networks. Sensors, Switzerland, 19(7), 1703, 2019. IF: 3.275.

Imran Ashraf, Soojung Hur, and Yongwan Park. BLocate: A Building Identification Scheme in GPS Denied Environments Using Smartphone Sensors. Sensors, Switzerland, 18(11), 3862, 2018. IF: 3.275.

Imran Ashraf, Soojung Hur, and Yongwan Park. MagIO-Magnetic Field Strength Based Indoor-Outdoor Detection With a Commercial Smartphone. Micromachines, Switzerland, 9(10), 534, 2018. IF: 2.523.

Imran Ashraf, Soojung Hur, and Yongwan Park. mPILOT-Magnetic Field Strength Based Pedestrian Indoor Localization. Sensors, Switzerland, 18(7), 2283, 2018. IF: 3.275.

Imran Ashraf, Soojung Hur, and Yongwan Park. An Investigation of Interpolation Techniques to Generate 2D Intensity Image From LIDAR Data. IEEE Access, Vol. 5, pp. 8250 - 8260, April, 2017. IF: 3.745.

Journal Papers

Mehmood, Arif, Byung-Won On, Ingyu Lee, Imran Ashraf, and Gyu Sang Choi. Spam Comments Prediction Using Stacking with Ensemble Learning. In Journal of Physics: Conference Series, Vol. 933, No. 1, pp. 012012. IOP Publishing, 2018.

Imran Ashraf. An Overview of Services Model of Cloud Computing. International Journal of Multidisciplinary and Current Research, Vol. 2, No. 1, pp. 779 - 783, 2014.

Imran Ashraf, Tayyaba Altaf, and Ayesha Rashid. Cloud Data Storage and Query Processing Systems: A Review. International Journal of Scientific and Engineering Research, Vol. 5, Issue. 8, pp. 107 - 112, 2014.

Imran Ashraf. A Review of Distributed Query Systems in Cloud Computing. International Journal of Computer Engineering and Applications, Vol. 7, Issue. 2, pp. 121 - 129, 2014.

Noman Mazher, and Imran Ashraf. A Systematic Mapping Study on Cloud Computing security. International Journal of Computer Applications, Vol. 89, No. 16, pp. 6 - 9, 2014.

Abdul Manan, and Imran Ashraf. Opportunities and Threats of Cloud Computing in Health Care. International Journal of Computer Applications, Vol. 101, No. 2, pp. 30 - 33, 2014.

Naila Anwar, and Imran Ashraf. Significance of Decision Support Systems. International Journal of Current Engineering and Technology, Vol. 4, No. 4, pp. 2740 - 2743, 2014.

Tayyaba Ashraf, and Imran Ashraf. A Summarized Review on Web Usage Mining. International Journal of Current Engineering and Technology, Vol. 4, No. 4, pp. 2736 - 2739, 2014.

Shafiq Aslam, and Imran Ashraf. Data Mining Algorithms and Their Applications in Education Data Mining. International Journal of Advance Research in Computer Science and Management Studies, Vol. 2, Issue. 7, pp. 50 - 56, 2014.

Imran Ashraf. Challenges of Database as a Service in Cloud Computing. International Journal of Computer Science Engineering Research and Development, July, 2014.

Irfan Hussain, and Imran Ashraf. Security Issues in Cloud Computing - A Review. International Journal of Advanced Networking Applications, Vol. 6, Issue. 2, pp. 22240 - 2243, 2014.

Amna Riza, Imran Ashraf, and Gulshan Aslam. A Review On Multimedia Databases. International Journal of Scientific & Technology Research, Vol. 3, Issue. 10, pp. 186 - 191, 2014.

Ayesha Rashid, Sana Asif, Naveed Anwer Butt, and Imran Ashraf. Feature Level Opinion Mining of Educational Student Feedback Data Using Sequential Pattern Mining and Association Rule Mining. International Journal of Computer Applications, Vol. 81, Issue. 10, pp. 31 - 38, 2013.

Conferences

Imran Ashraf, Soojung Hur, and Yongwan Park. Smartphone Sensors Based Indoor Localization Using Deep Neural Networks. Indoor Positioning and Indoor Navigation (IPIN), Pisa, Italy, 30 Sep to 3 Oct, 2019.

Imran Ashraf, Soojung Hur, and Yongwan Park. Indoor Scene Recognition Using Deep Convolutional Neural Network. In Proceedings of The 12th IEMEK Symposium on Embedded Technology, Jeju, Korea. 29-31 June, 2019.

Imran Ashraf, Soojung Hur, Muhammad Usman Ali, and Yongwan Park. MDIRECT-Magnetic field strength and peDestrIan dead RECkoning based indoor localizaTion. In Proceedings of Indoor Positioning and Indoor Navigation (IPIN), Nantes, France. 24 - 27 Sep. 2018.

Imran Ashraf, and Yongwan Park. Effects of Fog Attenuation on LIDAR Data in Urban Environment. In Proceedings of Smart Photonic and Optoelectronic Integrated Circuits XX, Vol. 10536, International Society for Optics and Photonics, 2018.

Imran Ashraf, and Yongwan Park. Effects of Fog on LIDAR Data in Intelligent Transportation Systems. In Proceedings of the 17th International Conference on Electronics, Information, and Communication , Honolulu, Hawaii, USA. 24 - 27 Jan, 2018.

Imran Ashraf, and Yongwan Park. Finding Factors and Vehicles Involved in Two-Vehicle Accidents Through the Use of Social Network Analysis. In Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 541 - 546, 2017.

Imran Ashraf, and Yongwan Park. On Predicted and Measure Attenuation by Fog on 905nm Laser Transmissions. In Proceedings of IEEE 14th Asia Pacific Wireless Communication Symposium, Seoul, Korea. 23 - 25 Aug. 2017.

Imran Ashraf, and Yongwan Park. Investigating the Impact of Fog on LIDAR Data. In Proceedings of The 12th IEMEK Symposium on Embedded Technology, Busan, Korea. 18 - 19 May, 2017.

Arif Mehmood, Byung-Won On, Ingyu Lee, Imran Ashraf, and Gyu Sang Choi. Road Traffic Violations and Drivers Training. In Proceedings of The 12th IEMEK Symposium on Embedded Technology, Busan, Korea. 18 - 19 May, 2017.

Imran Ashraf, and Yongwan Park. An investigation of intensity images based on decimated LIDAR data using interpolation in urban environment. In Proceedings of The ISET Unmanned Systems and Embedded Software, Daejeon, Korea. 26 - 27 May, 2016.

Imran Ashraf, Muhammad Usman Ali, and Yongwan Park. Impact of Rain on LIDAR Data. In Proceedings of The ISET Embedded Engineers Conference, Jeju, Korea. 10 - 12 Nov. 2016.

Imran Ashraf, and Yongwan Park. A study of major factors involved in fatal road crashes in South Korea. In Proceedings of The ISET Embedded Engineers Conference, Jeju, Korea. 12 - 14 Nov. 2015.

Muhammad Shafiq, Jin-Ghoo Choi, Muddesar Iqbal, Muhammad Faheem, Maqbool Ahmad, Imran Ashraf, and Azeem Irshad. Skill Specific Spoken Dialogues Based Personalized ATM Design to Maximize Effective Interaction for Visually Impaired Persona,. In Proceedings of International Conference of Design, User Experience, and Usability, pp. 446 - 457. Springer, 2014.