Search Results for author: Hisham Ihshaish

Found 7 papers, 1 papers with code

Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry

no code implementations18 Nov 2022 Michael Roberts, J. Ignacio Deza, Hisham Ihshaish, Yanhui Zhu

We show that this approach can be both accurate as well as uniquely useful in the business-to-business context, with which the scholarly publishing business model shares similarities.

A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard

1 code implementation24 Oct 2022 J. Ignacio Deza, Hisham Ihshaish, Lamine Mahdjoubi

We introduce the first automated models for classifying natural language descriptions provided in cost documents called "Bills of Quantities" (BoQs) popular in the infrastructure construction industry, into the International Construction Measurement Standard (ICMS).

Descriptive Multi Class Text Classification +2

Analysing the Predictivity of Features to Characterise the Search Space

no code implementations11 Sep 2022 Rafet Durgut, Mehmet Emin Aydin, Hisham Ihshaish, Abdur Rakib

Exploring search spaces is one of the most unpredictable challenges that has attracted the interest of researchers for decades.

Classification of eye-state using EEG recordings: speed-up gains using signal epochs and mutual information measure

no code implementations31 Aug 2022 Phoebe M Asquith, Hisham Ihshaish

The classification of electroencephalography (EEG) signals is useful in a wide range of applications such as seizure detection/prediction, motor imagery classification, emotion classification and drug effects diagnosis, amongst others.

Classification EEG +3

Integrating wind variability to modelling wind-ramp events using a non-binary ramp function and deep learning models

no code implementations31 Aug 2022 Russell Sharp, Hisham Ihshaish, J. Ignacio Deza

The forecasting of large ramps in wind power output known as ramp events is crucial for the incorporation of large volumes of wind energy into national electricity grids.

Task-oriented Dialogue Systems: performance vs. quality-optima, a review

no code implementations21 Dec 2021 Ryan Fellows, Hisham Ihshaish, Steve Battle, Ciaran Haines, Peter Mayhew, J. Ignacio Deza

Task-oriented dialogue systems (TODS) are continuing to rise in popularity as various industries find ways to effectively harness their capabilities, saving both time and money.

Task-Oriented Dialogue Systems

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