Search Results - "Chifu, Emil"

Deep Learning for Forecasting the Energy Consumption in Public Buildings by Chifu, Viorica Rozina, Pop, Cristina Bianca, Chifu, Emil St, Barleanu, Horatiu

“…2021 20th RoEduNet Conference: Networking in Education and Research (RoEduNet), 2021, pp. 1-6 In this paper we propose a Long Short-Term Memory Network based…”
Get full text

Unsupervised aspect level sentiment analysis using Ant Clustering and Self-organizing Maps by Chifu, Emil St, Letia, Tiberiu St, Chifu, Viorica R.

“…We present an approach for aspect based opinion mining, which uses an unsupervised neural network as the opinion classifier. To identify the aspects, we use…”
Get full text

Hybrid Immune Based Method for Generating Healthy Meals for Older Adults by Chifu, Viorica Rozina, Salomie, Ioan, Petrisor, Laura, Chifu, Emil St, Moldovan, Dorin

“…This paper presents a Hybrid Clonal Selection based method for generating healthy meals as starting from a given user request, a diet recommendation, and a set…”
Get full text

Unsupervised Aspect Level Sentiment Analysis Using Self-Organizing Maps by Chifu, Emil St, St. Letia, Tiberiu, Chifu, Viorica R.

“…This paper presents an unsupervised method for aspect level sentiment analysis that uses the Growing Hierarchical Self-organizing Maps. Different sentences in…”
Get full text

A neural model for semantically enhancing Web APIs by St. Chifu, Emil, Letia, I. A.

“…The paper describes an unsupervised neural model for classifying the methods of Web APIs into a large number of classes specified by a domain ontology. As a…”
Get full text

A Neural Model for Unsupervised Named Entity Classification by Chifu, E.S., Chifu, V.R.

“…The paper describes an unsupervised model for named entity classification into a large number of classes specified by an ontology. The framework is based on an…”
Get full text

Fluent calculus-based Web service composition - From OWL-S to fluent calculus by Chifu, V.R., Salomie, I., St. Chifu, E.

“…Web service composition facilitates the creation of new services out of existing ones, for satisfying a complex functionality. Automatic Web service…”
Get full text

Evaluation of an Unsupervised Ontology Enrichment Framework by St.Chifu, E., Chifu, V.R.

“…The paper describes an unsupervised framework for domain ontology enrichment based on mining domain text corpora. Specifically, we enrich the hierarchical…”
Get full text

Ontology-enhanced description of traceability services by Chifu, V.R., Salomie, I., St. Chifu, E.

“…Web services are software components that were designed to improve interoperability and integration of applications developed on different platforms. Automatic…”
Get full text

Monolayer properties of archaeol and caldarchaeol polar lipids of a methanogenic archaebacterium, Methanospirillum hungatei, at the air/water interface by Tomoaia-Cotisel, M, Chifu, E, Zsako, J, Mocanu, A, Quinn, P J, Kates, M

“…Monolayer studies at the air/water interface were carried out on the major tetraether (caldarchaeol-) derived phosphoglycolipid,…”
Get more information

Automatic Web Service Composition Using OWL-S and Fluent Calculus by Chifu, V.R., Salomie, I., Chifu, E.S.

“…This paper presents a novel approach for semantic Web service composition based on the formalism of fluent calculus. We show how the planning capabilities of…”
Get full text

Matching Semantic Web Services Using Learning Accuracy by Chifu, Viorica R, Salomie, Ioan, Chifu, Emil St, Vachter, Roland, Kover, Alpar

“…The automatic discovery of suitable Web services for a given task is one of the key elements in implementing the Semantic Web vision. This paper presents a new…”
Get full text

Safer museum guide interaction during a pandemic and further Using NLP in human interactive museum visits : Museum guide Chatbot by Ceuca, Laura, Rednic, Ana, Chifu, Emil Stefan

“…This paper introduces an NLP based solution for conversational agents in art exhibits. The conversational techniques (text-to-speech and speech-to-text)…”
Get full text

An Unsupervised Neural Model for Aspect Based Opinion Mining by Chifu, Emil Stefan, Chifu, Viorica Rozina

“…The paper approaches aspect based opinion mining, which uses an unsupervised neural network as the opinion classifier. The neural network is an extension of…”
Get full text

Forecasting the Short-Term Energy Consumption Using Random Forests and Gradient Boosting by Pop, Cristina Bianca, Chifu, Viorica Rozina, Cordea, Corina, Chifu, Emil Stefan, Barsan, Octav

“…2021 20th RoEduNet Conference: Networking in Education and Research (RoEduNet), 2021, pp. 1-6 This paper analyzes comparatively the performance of Random…”
Get full text

Forecasting the Short-Term Energy Consumption Using Random Forests and Gradient Boosting by Pop, Cristina Bianca, Chifu, Viorica Rozina, Cordea, Corina, Chifu, Emil Stefan, Barsan, Octav

“…This paper analyzes comparatively the performance of Random Forests and Gradient Boosting algorithms in the field of forecasting the energy consumption based…”
Get full text

Deep Learning for Forecasting the Energy Consumption in Public Buildings by Chifu, Viorica Rozina, Pop, Cristina Bianca, St. Chifu, Emil, Barleanu, Horatiu

“…In this paper we propose a Long Short-Term Memory Network based method to forecast the energy consumption in public buildings, based on past measurements. Our…”
Get full text

Machine Learning-based Approach for Predicting Health Information Using Smartwatch Data by Chifu, Viorica Rozina, Bianca Pop, Cristina, Ciurianu, Andrei, Chifu, Emil St, Antal, Marcel

“…This paper presents a machine learning-based method for predicting health information in terms of heart rate, sleep quality, burned calories and performed…”
Get full text

A system for detecting professional skills from resumes written in natural language by Chifu, Emil St, Chifu, Viorica Rozina, Popa, Iulia, Salomie, Ioan

“…In this paper, we present a new method for detecting professional skills (as noun phrases) from resumes written in natural language. The proposed method uses…”
Get full text

Machine Learning Based Technique for Detecting Daily Routine and Deviations by Chifu, Emil Stefan, Chifu, Viorica Rozina, Pop, Cristina Bianca, Vlad, Alin, Salomie, Ioan

“…This paper presents a technique for detecting the routine of the daily activities of a person and the deviations from this. The technique proposed has three…”
Get full text