Mehdi Ghatee | Artificial Intelligence | Best Researcher Award

Prof. Mehdi Ghatee | PArtificial Intelligence | Best Researcher Award

Full Professor at Amirkabir University of Technology, Iraq

This individual is a highly skilled project manager with expertise in intelligent transportation systems and infrastructure. They have led several high-profile ITS projects across Iran, including the Action Plan for Intelligent Transportation Systems in Shiraz and national projects involving intracity and intercity ITS. Their work focuses on optimizing transportation systems using advanced technologies such as artificial intelligence, neural networks, and data science. With a career spanning over two decades, they have contributed significantly to improving Iran’s public transportation and highway systems, as well as advising on critical petroleum transport safety issues.

Profile

Education🎓

They hold advanced degrees in engineering and transportation systems, including specialized training in artificial intelligence and network optimization. Their academic journey began with a focus on optimizing transportation networks, and they later pursued studies that explored neural networks and intelligent transportation systems. Through continued education and professional development, they gained cutting-edge knowledge in data mining and its applications in transportation. Their interdisciplinary background merges technical expertise with the management of large-scale infrastructure projects.

Experienceđź’Ľ

The individual has a rich professional background in transportation management. They have served as a project manager for various organizations, including the Shiraz Municipality, Tehran Deputy of Traffic, MSRT, and Tehran Control Traffic Company. Their leadership has been instrumental in developing intelligent transportation solutions and investigating hazardous material transportation risks. They also advised on BRT systems and public transportation initiatives. With over 15 years of experience in both the public and private sectors, they’ve been at the forefront of implementing ITS and advising on petroleum-related transport and logistics.

Awards & Honors🏆

Over their career, the individual has been recognized for their contributions to transportation system innovation and project management excellence. Their leadership on intelligent transportation systems projects has earned them accolades from governmental bodies such as the MSRT and NIOPDC. Notable achievements include awards for the implementation of cutting-edge ITS technologies, as well as safety improvements in the transportation of hazardous materials. Their work has significantly enhanced public transit systems in major Iranian cities, particularly Tehran and Shiraz, positioning them as a key figure in national transportation projects.

Research Focus 🔬

Their research primarily revolves around the application of artificial intelligence and neural networks in optimizing transportation networks. Starting with a focus on network optimization in 2004, they expanded their interests to intelligent transportation systems (ITS) and later neural networks and data mining. They aim to create efficient and safer transportation systems through the use of AI, exploring ways to minimize congestion, enhance road safety, and improve the transportation of goods, especially hazardous materials. Their work intersects with both public transit and highway infrastructure improvements through innovative tech solutions.

Conclusion

The candidate possesses outstanding credentials in intelligent transportation systems and AI-driven technologies, making them a strong contender for the Best Researcher Award. Their vast project management experience, coupled with a diverse research portfolio in AI, neural networks, and data science, aligns well with the award criteria. To further solidify their candidacy, expanding their international collaborations and academic contributions would provide a broader platform for their innovative work, making them a more recognized figure in the global research community.

Publication Top Notes
  • A systematic review on overfitting control in shallow and deep neural networks
    • Authors: MM Bejani, M Ghatee
    • Journal: Artificial Intelligence Review
    • Citations: 304
    • Year: 2021
    • Details: This review addresses various methods for controlling overfitting in neural networks, both shallow and deep, presenting strategies and techniques for improving generalization in machine learning models.
  • Computational methods for solving fully fuzzy linear systems
    • Authors: M Dehghan, B Hashemi, M Ghatee
    • Journal: Applied Mathematics and Computation
    • Citations: 298
    • Year: 2006
    • Details: This paper introduces novel computational techniques to solve fully fuzzy linear systems, which have applications in systems where uncertainty is modeled using fuzzy logic.
  • Solution of the fully fuzzy linear systems using iterative techniques
    • Authors: M Dehghan, B Hashemi, M Ghatee
    • Journal: Chaos, Solitons & Fractals
    • Citations: 171
    • Year: 2007
    • Details: Focuses on iterative techniques to solve fuzzy linear systems, providing an alternative to traditional crisp systems solutions.
  • A context-aware system for driving style evaluation by an ensemble learning on smartphone sensors data
    • Authors: MM Bejani, M Ghatee
    • Journal: Transportation Research Part C: Emerging Technologies
    • Citations: 153
    • Year: 2018
    • Details: Proposes an ensemble learning model for driving style evaluation using smartphone sensor data, improving transportation safety and behavior analysis.
  • Convolutional neural network with adaptive regularization to classify driving styles on smartphones
    • Authors: MM Bejani, M Ghatee
    • Journal: IEEE Transactions on Intelligent Transportation Systems
    • Citations: 84
    • Year: 2019
    • Details: Introduces CNNs with adaptive regularization techniques for classifying driving styles using mobile sensor data.
  • Hybrid of discrete wavelet transform and adaptive neuro-fuzzy inference system for overall driving behavior recognition
    • Authors: HR Eftekhari, M Ghatee
    • Journal: Transportation Research Part F: Traffic Psychology and Behavior
    • Citations: 83
    • Year: 2018
    • Details: Combines wavelet transforms and neuro-fuzzy systems to recognize driving behaviors, helping in real-time traffic safety assessments.
  • A similarity-based neuro-fuzzy modeling for driving behavior recognition applying fusion of smartphone sensors
    • Authors: HR Eftekhari, M Ghatee
    • Journal: Journal of Intelligent Transportation Systems
    • Citations: 68
    • Year: 2019
    • Details: Describes a neuro-fuzzy modeling approach for driving behavior detection using fused smartphone sensor data.
  • Three-phases smartphone-based warning system to protect vulnerable road users under fuzzy conditions
    • Authors: RB Zadeh, M Ghatee, HR Eftekhari
    • Journal: IEEE Transactions on Intelligent Transportation Systems
    • Citations: 65
    • Year: 2017
    • Details: Develops a warning system using fuzzy logic for protecting road users, especially pedestrians and cyclists.
  • An inference engine for smartphones to preprocess data and detect stationary and transportation modes
    • Authors: HR Eftekhari, M Ghatee
    • Journal: Transportation Research Part C: Emerging Technologies
    • Citations: 65
    • Year: 2016
    • Details: Introduces an inference engine to classify transportation modes from smartphone data, improving mobility tracking.
  • Optimal network design and storage management in petroleum distribution network under uncertainty
    • Authors: M Ghatee, SM Hashemi
    • Journal: Engineering Applications of Artificial Intelligence
    • Citations: 60
    • Year: 2009
    • Details: Proposes a model for optimizing petroleum distribution networks, considering uncertainty factors in supply chains.

 

Mr. Adane Hailu Herut | Education

Mr. Adane Hailu Herut : Leading Researcher in Education 

Researcher at Microbiology, Dilla University, Ethiopia

Your remarkable academic journey, extensive research contributions, and dedication to the field of psychology are truly commendable. Your wealth of knowledge and diverse skill set reflect a deep commitment to understanding and addressing critical issues such as bullying, inclusion, and socialization.

🔬 Your successful completion of a PhD in Psychology, along with the numerous advanced courses and workshops, showcases your continuous pursuit of excellence and expertise in your field.

🏆 The awards and recognitions, including the First Place in the Poster Award at the University of Stavanger, underscore the impact of your research and the high regard it holds in the academic community.

Professional Profiles:

 Educational Qualification:

I pursued my educational journey with dedication and excellence, starting with my Senior Secondary education at Durame High School from 1983 to 1986 E.C. Following this, I earned a Diploma of Education in Amharic (English Minor) from Awassa College of Teacher Education from 1993 to 1995 E.C. My commitment to education continued as I pursued a Bachelor of Education Degree in Amharic Language Education from Addis Ababa University, where I graduated with distinction in the year 1999-2001 E.C. Subsequently, I attained a Master of Arts degree in Educational Research and Development from Addis Ababa University, College of Education and Behavioral Sciences, from 2003 to 2006 E.C., achieving a remarkable CGPA of 3.56 with an excellent performance in my thesis. My pursuit of knowledge further led me to enroll in the Higher Diploma Program at Dilla University from September 5, 2012, to August 30, 2012, enhancing my expertise in the field.

Experience:

Since August 11, 1995, I have been dedicated to the field of education and research, progressively advancing my career. Currently, I serve as a researcher and lecturer at the Center for Education Research, Dilla University, a role I have held since September 11, 2017. Prior to this, from March 10, 2015, to September 10, 2017, I worked as a Teachers Licensing Consultant at the Ministry of Education in Addis Ababa. My commitment to education also led me to serve as a Teachers Trainer at People in Need, Dilla, Ethiopia, from June 10, 2015, to March 09, 2016. Before that, from June 1, 2014, to June 09, 2015, I was the Academic Vice Director at Tsehay Chora Primary School in Gullele subcity, Addis Ababa. Earlier in my career, from October 1, 2006, to May 30, 2006, I worked as an English Teacher at Addis Birhan Primary School in Gullele Sub-city, Addis Ababa. Additionally, from July 23 to September 15, 2013, I served as a teacher trainer at Hossana College of Teacher Education. Furthermore, from June 1, 2002, to September 30, 2006, I worked as an Amharic Teacher and Department Coordinator at Federal Police, Siket Secondary School, Addis Ababa. Prior to this, I contributed to the field of journalism, working as a reporter at Debub Ari Woreda Culture and Information Office, South Omo Zone, Gazer, from March 1, 1997, to May 29, 1998. My early teaching experience includes serving as an Amharic and English teacher at Wubhamer Primary School, South Omo Zone: Wubhamer, from August 11, 1995, to February 30, 1997.

References and Skills:

In addition to my academic and professional pursuits, I am actively engaged in various creative and literary activities. I conduct research and contribute to editing and writing poems, short stories, and articles. Furthermore, I am involved in acting dramas and preparing promotional materials such as flyers, brochures, and leaflets. My role also encompasses coordinating teamwork and editing annual bulletins and magazines. Moreover, I have developed proficiency in basic computer programs and possess skills in using SPSS for data analysis. My experience has also honed my ability to interact effectively with individuals from diverse cultural backgrounds. In my professional network, I collaborate closely with Dr. Misganu Legesse, who serves as my immediate supervisor at the Center for Education Studies and Research, Dilla University. Dr. Legesse can be contacted at +251911944488 or via email at  For matters related to teacher and leader licensing, I work with Miss. Kassanesh Alemu, the Director of the Teacher & Leader Licensing Directorate at the Ministry of Education in Addis Ababa, Ethiopia. She can be reached at +251911718853. Additionally, I maintain a professional relationship with Dr. Ongaye Oda, an Assistant Professor at the Institute of Indigenous Studies in Dilla.

. Adane Hailu Herut citation metrics and indices from Google Scholar are as follows:

  • Cited by: All: 33, Since 2018: 33
  • Citations: 33 (All), 33 (Since 2018)
  • h-index: 2 (All), 2 (Since 2018)
  • i10-index: 1 (All), 1 (Since 2018)

PUBLICATION:

1.Graduates’ unemployment and associated factors in Ethiopia: analysis of higher education graduates’ perspectives

  • Published in Energy in 2021 with 16 citations.

2.Determinants of human capital development in Ethiopia: implications to education policy

  • Published in Energy in 2021 with 9 citations.

3.Education inequalities in Ethiopia: a macro-level analysis and its policy implications

  • Published in Energy in 2022 with 2  citations.

4.Trends of human capital development in Ethiopia: a comparative analysis

  • Published in Energy in 2023 with 1  citations.

5.Perspectives of Teachers and Parents on Education Disruption during the Gedeo–Guji Conflict in Southern Ethiopia.

  • Published in Energy in 2022 with 1  citations.